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ORCIDSoujanya Poria
Person information
- affiliation: Singapore University of Technology and Design, Singapore
- affiliation (2017 - 2019): Nanyang Technological University, Singapore
- affiliation (PhD 2017): University of Stirling, UK
- affiliation: Jadavpur University, Kolkata, India
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2020 – today
- 2025
[j51]Xianbing Zhao, Soujanya Poria
, Xuejiao Li, Yixin Chen, Buzhou Tang:
Toward Robust Multimodal Sentiment Analysis using multimodal foundational models. Expert Syst. Appl. 276: 126974 (2025)- [j50]Jing Wang, Raymon Tsao, Xuan Wang, Xiaojie Wang, Fangxiang Feng, Shiyu Tian, Soujanya Poria:
Action-guided prompt tuning for video grounding. Inf. Fusion 113: 102577 (2025) - [j49]Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria:
MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks. Inf. Fusion 122: 103204 (2025) - [c117]Rada Mihalcea, Oana Ignat, Longju Bai, Angana Borah, Luis Chiruzzo, Zhijing Jin, Claude Kwizera, Joan Nwatu, Soujanya Poria, Thamar Solorio:
Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone. AAAI 2025: 28657-28670 - [c116]Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. ICLR 2025 - [c115]Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria:
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse. ICLR 2025 - [c114]Wei Han, Hui Chen, Soujanya Poria:
PREMISE: Matching-based Prediction for Accurate Review Recommendation. NAACL (Findings) 2025: 2776-2794 - [c113]Deepanway Ghosal, Vernon Toh, Yew Ken Chia, Soujanya Poria:
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles. NAACL (Long Papers) 2025: 9615-9632 - [c112]Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria:
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models. NAACL (Long Papers) 2025: 12575-12593 - [i130]Shaozuo Zhang, Ambuj Mehrish, Yingting Li, Soujanya Poria:
PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control. CoRR abs/2501.06276 (2025) - [i129]Vernon Toh Yan Han, Yew Ken Chia, Deepanway Ghosal, Soujanya Poria:
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles. CoRR abs/2502.01081 (2025) - [i128]Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria:
Pixel-Level Reasoning Segmentation via Multi-turn Conversations. CoRR abs/2502.09447 (2025) - [i127]Ruizhe Chen, Wenhao Chai, Zhifei Yang, Xiaotian Zhang, Joey Tianyi Zhou, Tony Q. S. Quek, Soujanya Poria, Zuozhu Liu:
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models. CoRR abs/2503.04240 (2025) - [i126]Weisheng Jin, Maojia Song, Pala Tej Deep, Yew Ken Chia, Amir Zadeh, Chuan Li, Soujanya Poria:
PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference. CoRR abs/2503.23274 (2025) - [i125]Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, Navonil Majumder, Soujanya Poria:
NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks. CoRR abs/2504.19854 (2025) - 2024
- [j48]Ankita Gandhi, Param Ahir, Kinjal Adhvaryu, Pooja Shah, Ritika Lohiya, Erik Cambria, Soujanya Poria, Amir Hussain:
Hate speech detection: A comprehensive review of recent works. Expert Syst. J. Knowl. Eng. 41(8) (2024) - [j47]Jaeyong Kang, Soujanya Poria, Dorien Herremans:
Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model. Expert Syst. Appl. 249: 123640 (2024) - [c111]Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria:
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. ACL (Findings) 2024: 13545-13565 - [c110]Rishabh Bhardwaj, Do Duc Anh, Soujanya Poria:
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic. ACL (1) 2024: 14138-14149 - [c109]Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria:
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. ACL (Findings) 2024: 16227-16239 - [c108]Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria:
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. ACL (Findings) 2024: 16259-16273 - [c107]Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria:
HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks. LREC/COLING 2024: 8516-8527 - [c106]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. EACL (1) 2024: 1738-1751 - [c105]Yew Ken Chia, Guizhen Chen, Weiwen Xu, Anh Tuan Luu, Soujanya Poria, Lidong Bing:
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths. EMNLP (Findings) 2024: 16763-16780 - [c104]Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria:
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. EMNLP 2024: 21759-21776 - [c103]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing:
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR 2024 - [c102]Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria:
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. ACM Multimedia 2024: 564-572 - [c101]Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu:
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia 2024: 7667-7676 - [c100]Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models. NAACL-HLT (Findings) 2024: 2522-2534 - [c99]Xiang Li, FanBu FanBu, Ambuj Mehrish, Yingting Li, Jiale Han, Bo Cheng, Soujanya Poria:
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models. NAACL-HLT (Findings) 2024: 3777-3794 - [c98]Siqi Shen, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Soujanya Poria, Rada Mihalcea:
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense. NAACL-HLT 2024: 5668-5680 - [c97]Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria:
Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT 2024: 8293-8316 - [c96]Soujanya Poria:
Understanding, Leveraging, and Improving Large Language Models. WWW (Companion Volume) 2024: 1805 - [c95]Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria:
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction. WWW 2024: 4407-4416 - [i124]Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria:
Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR abs/2401.09395 (2024) - [i123]Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria:
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. CoRR abs/2401.10647 (2024) - [i122]Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria:
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction. CoRR abs/2401.13598 (2024) - [i121]Xianbing Zhao, Soujanya Poria, Xuejiao Li, Yixin Chen, Buzhou Tang:
Toward Robust Multimodal Learning using Multimodal Foundational Models. CoRR abs/2401.13697 (2024) - [i120]Rishabh Bhardwaj, Do Duc Anh, Soujanya Poria:
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic. CoRR abs/2402.11746 (2024) - [i119]Wei Han, Hui Chen, Soujanya Poria:
INSTRAUG: Automatic Instruction Augmentation for Multimodal Instruction Fine-tuning. CoRR abs/2402.14492 (2024) - [i118]Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria:
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning. CoRR abs/2403.03864 (2024) - [i117]Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria:
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. CoRR abs/2403.13315 (2024) - [i116]Xiang Li, Fan Bu, Ambuj Mehrish, Yingting Li, Jiale Han, Bo Cheng, Soujanya Poria:
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models. CoRR abs/2404.00569 (2024) - [i115]Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria:
HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworks. CoRR abs/2404.04645 (2024) - [i114]Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria:
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. CoRR abs/2404.09956 (2024) - [i113]Siqi Shen, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Soujanya Poria, Rada Mihalcea:
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense. CoRR abs/2405.04655 (2024) - [i112]Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin, Francesco Gelli, Soujanya Poria, Wee Sun Lee:
Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents. CoRR abs/2405.06701 (2024) - [i111]Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria:
MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks. CoRR abs/2405.07229 (2024) - [i110]Pala Tej Deep, Rishabh Bhardwaj, Soujanya Poria:
DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling. CoRR abs/2406.11617 (2024) - [i109]Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria:
Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming. CoRR abs/2406.11654 (2024) - [i108]Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria:
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. CoRR abs/2406.11801 (2024) - [i107]Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria:
Reward Steering with Evolutionary Heuristics for Decoding-time Alignment. CoRR abs/2406.15193 (2024) - [i106]Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro:
Improving Text-To-Audio Models with Synthetic Captions. CoRR abs/2406.15487 (2024) - [i105]Yingting Li, Ambuj Mehrish, Bryan Chew, Bo Cheng, Soujanya Poria:
Leveraging Parameter-Efficient Transfer Learning for Multi-Lingual Text-to-Speech Adaptation. CoRR abs/2406.17257 (2024) - [i104]Prannaya Gupta, Le Qi Yau, Hao Han Low, I-Shiang Lee, Hugo Maximus Lim, Yu Xin Teoh, Jia Hng Koh, Dar Win Liew, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria:
WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models. CoRR abs/2408.03837 (2024) - [i103]Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu:
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. CoRR abs/2408.09481 (2024) - [i102]Pala Tej Deep, Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria:
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique. CoRR abs/2408.10701 (2024) - [i101]Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria:
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse. CoRR abs/2409.11242 (2024) - [i100]Yew Ken Chia, Qi Sun, Lidong Bing, Soujanya Poria:
Can-Do! A Dataset and Neuro-Symbolic Grounded Framework for Embodied Planning with Large Multimodal Models. CoRR abs/2409.14277 (2024) - [i99]Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. CoRR abs/2410.07076 (2024) - [i98]Yew Ken Chia, Guizhen Chen, Weiwen Xu, Luu Anh Tuan, Soujanya Poria, Lidong Bing:
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths. CoRR abs/2410.10858 (2024) - [i97]Vernon Toh Yan Han, Deepanway Ghosal, Soujanya Poria:
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning. CoRR abs/2410.12608 (2024) - [i96]Rada Mihalcea, Oana Ignat, Longju Bai, Angana Borah, Luis Chiruzzo, Zhijing Jin, Claude Kwizera, Joan Nwatu, Soujanya Poria, Thamar Solorio:
Why AI Is WEIRD and Should Not Be This Way: Towards AI For Everyone, With Everyone, By Everyone. CoRR abs/2410.16315 (2024) - [i95]Wei Han, Pan Zhou, Soujanya Poria, Shuicheng Yan:
Two are better than one: Context window extension with multi-grained self-injection. CoRR abs/2410.19318 (2024) - [i94]Yew Ken Chia, Liying Cheng, Hou Pong Chan, Chaoqun Liu, Maojia Song, Sharifah Mahani Aljunied, Soujanya Poria, Lidong Bing:
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework. CoRR abs/2411.06176 (2024) - [i93]Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria:
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. CoRR abs/2412.11974 (2024) - [i92]Haonan Li, Xudong Han, Zenan Zhai, Honglin Mu, Hao Wang, Zhenxuan Zhang, Yilin Geng, Shom Lin, Renxi Wang, Artem Shelmanov, Xiangyu Qi, Yuxia Wang, Donghai Hong, Youliang Yuan, Meng Chen, Haoqin Tu, Fajri Koto, Tatsuki Kuribayashi, Cong Zeng, Rishabh Bhardwaj, Bingchen Zhao, Yawen Duan, Yi Liu, Emad A. Alghamdi, Yaodong Yang, Yinpeng Dong, Soujanya Poria, Pengfei Liu, Zhengzhong Liu, Xuguang Ren, Eduard H. Hovy, Iryna Gurevych, Preslav Nakov, Monojit Choudhury, Timothy Baldwin:
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. CoRR abs/2412.18551 (2024) - [i91]Chia-Yu Hung, Navonil Majumder, Zhifeng Kong, Ambuj Mehrish, Rafael Valle, Bryan Catanzaro, Soujanya Poria:
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization. CoRR abs/2412.21037 (2024) - 2023
- [j46]Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria:
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks. Cogn. Comput. 15(2): 793-802 (2023) - [j45]Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh:
WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs. Inf. Fusion 90: 265-282 (2023) - [j44]Ankita Gandhi, Kinjal Adhvaryu, Soujanya Poria, Erik Cambria, Amir Hussain:
Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions. Inf. Fusion 91: 424-444 (2023) - [j43]Ambuj Mehrish, Navonil Majumder, Rishabh Bharadwaj, Rada Mihalcea, Soujanya Poria:
A review of deep learning techniques for speech processing. Inf. Fusion 99: 101869 (2023) - [j42]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. IEEE Trans. Affect. Comput. 14(1): 108-132 (2023) - [c94]Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria:
A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) 2023: 3756-3769 - [c93]Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria:
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. ACL (Findings) 2023: 11575-11589 - [c92]Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria:
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. ACL (1) 2023: 15960-15973 - [c91]Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin, Francesco Gelli, Soujanya Poria, Wee Sun Lee:
Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents. EACL (Findings) 2023: 1441-1454 - [c90]Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria:
UDAPTER - Efficient Domain Adaptation Using Adapters. EACL 2023: 2241-2255 - [c89]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Adapter Pruning using Tropical Characterization. EMNLP (Findings) 2023: 1699-1706 - [c88]Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee:
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. EMNLP 2023: 5254-5276 - [c87]Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria:
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. EMNLP (Findings) 2023: 12096-12102 - [c86]Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria:
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers. EMNLP (Findings) 2023: 13546-13557 - [c85]Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria:
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. ICASSP 2023: 1-5 - [c84]Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria:
Multiple Contrastive Learning for Multimodal Sentiment Analysis. ICASSP 2023: 1-5 - [c83]Yi Xuan Tan, Navonil Majumder, Soujanya Poria:
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. INTERSPEECH 2023: 3914-3918 - [c82]Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria:
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. INTERSPEECH 2023: 4284-4288 - [c81]Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria:
Text-to-Audio Generation using Instruction Guided Latent Diffusion Model. ACM Multimedia 2023: 3590-3598 - [c80]Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Soujanya Poria:
Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts. ACM Multimedia 2023: 6045-6053 - [i90]Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria:
UDApter - Efficient Domain Adaptation Using Adapters. CoRR abs/2302.03194 (2023) - [i89]Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR abs/2303.03267 (2023) - [i88]Zhiqiang Hu, Yihuai Lan, Lei Wang, Wanyu Xu, Ee-Peng Lim, Roy Ka-Wei Lee, Lidong Bing, Soujanya Poria:
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. CoRR abs/2304.01933 (2023) - [i87]Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria:
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. CoRR abs/2304.13731 (2023) - [i86]Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria:
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR abs/2305.02858 (2023) - [i85]Xiaocui Yang, Shi Feng, Daling Wang, Sun Qi, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria:
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. CoRR abs/2305.10169 (2023) - [i84]Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria:
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. CoRR abs/2305.11029 (2023) - [i83]Yi Xuan Tan, Navonil Majumder, Soujanya Poria:
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. CoRR abs/2305.12301 (2023) - [i82]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
Beyond Words: A Comprehensive Survey of Sentence Representations. CoRR abs/2305.12641 (2023) - [i81]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria:
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR abs/2305.13269 (2023) - [i80]Yew Ken Chia, Hui Chen, Wei Han, Guizhen Chen, Sharifah Mahani Aljunied, Soujanya Poria, Lidong Bing:
Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction. CoRR abs/2305.14434 (2023) - [i79]Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria:
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. CoRR abs/2305.18028 (2023) - [i78]Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria:
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models. CoRR abs/2306.04757 (2023) - [i77]Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria:
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. CoRR abs/2307.02053 (2023) - [i76]Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
SAS Video-QA: Self-Adaptive Sampling for Efficient Video Question-Answering. CoRR abs/2307.04192 (2023) - [i75]Rishabh Bhardwaj, Soujanya Poria:
Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment. CoRR abs/2308.09662 (2023) - [i74]Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria:
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. CoRR abs/2309.02726 (2023) - [i73]Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria:
MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks. CoRR abs/2310.09036 (2023) - [i72]Rishabh Bhardwaj, Soujanya Poria:
Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases. CoRR abs/2310.14303 (2023) - [i71]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Adapter Pruning using Tropical Characterization. CoRR abs/2310.19232 (2023) - [i70]Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria:
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. CoRR abs/2310.20159 (2023) - [i69]Jaeyong Kang, Soujanya Poria, Dorien Herremans:
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model. CoRR abs/2311.00968 (2023) - [i68]Yew Ken Chia, Guizhen Chen, Luu Anh Tuan, Soujanya Poria, Lidong Bing:
Contrastive Chain-of-Thought Prompting. CoRR abs/2311.09277 (2023) - 2022
- [j41]Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication. IEEE Access 10: 77176-77190 (2022) - [j40]Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Improving Zero-Shot Learning Baselines with Commonsense Knowledge. Cogn. Comput. 14(6): 2212-2222 (2022) - [j39]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion 77: 149-171 (2022) - [j38]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Towards solving NLP tasks with optimal transport loss. J. King Saud Univ. Comput. Inf. Sci. 34(10, Part B): 10434-10443 (2022) - [j37]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain:
Improving aspect-level sentiment analysis with aspect extraction. Neural Comput. Appl. 34(11): 8333-8343 (2022) - [c79]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. ACL (Findings) 2022: 45-57 - [c78]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. ACL (1) 2022: 416-431 - [c77]Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea:
Knowledge Enhanced Reflection Generation for Counseling Dialogues. ACL (1) 2022: 3096-3107 - [c76]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) 2022: 5010-5028 - [c75]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. COLING 2022: 4622-4632 - [c74]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks. COLING 2022: 4801-4820 - [c73]Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing:
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning. COLING 2022: 5666-5677 - [c72]Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan:
PIP: Physical Interaction Prediction via Mental Simulation with Span Selection. ECCV (35) 2022: 405-421 - [c71]Hui Chen, Wei Han, Soujanya Poria:
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training. EMNLP (Findings) 2022: 6141-6146 - [c70]Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria:
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. EMNLP 2022: 6776-6791 - [c69]Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria:
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. EMNLP 2022: 10114-10133 - [c68]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. EMNLP 2022: 10158-10166 - [c67]Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. EMNLP 2022: 10498-10511 - [c66]Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria:
Analyzing Modality Robustness in Multimodal Sentiment Analysis. NAACL-HLT 2022: 685-696 - [e4]Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-65-0 [contents] - [e3]Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 2: Short Papers, Online only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-64-3 [contents] - [e2]Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, Online only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-04-3 [contents] - [i67]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. CoRR abs/2203.09101 (2022) - [i66]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR abs/2203.13926 (2022) - [i65]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. CoRR abs/2205.04093 (2022) - [i64]Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria:
Analyzing Modality Robustness in Multimodal Sentiment Analysis. CoRR abs/2205.15465 (2022) - [i63]Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing:
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning. CoRR abs/2209.05040 (2022) - [i62]Hui Chen, Wei Han, Diyi Yang, Soujanya Poria:
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. CoRR abs/2209.05297 (2022) - [i61]Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh:
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs. CoRR abs/2209.13101 (2022) - [i60]Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria:
Multiview Contextual Commonsense Inference: A New Dataset and Task. CoRR abs/2210.02890 (2022) - [i59]Hui Chen, Wei Han, Soujanya Poria:
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training. CoRR abs/2210.12653 (2022) - [i58]Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. CoRR abs/2210.12798 (2022) - [i57]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. CoRR abs/2210.16495 (2022) - [i56]Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria:
Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. CoRR abs/2211.06607 (2022) - [i55]Yew Ken Chia, Lidong Bing, Sharifah Aljunied Mahani, Luo Si, Soujanya Poria:
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. CoRR abs/2211.10018 (2022) - 2021
- [j36]Soujanya Poria, Yew-Soon Ong, Bing Liu, Lidong Bing:
Affect Recognition for Multimodal Natural Language Processing. Cogn. Comput. 13(2): 229-230 (2021) - [j35]Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria:
Discriminative Dictionary Design for Action Classification in Still Images and Videos. Cogn. Comput. 13(3): 698-708 (2021) - [j34]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria:
Investigating Gender Bias in BERT. Cogn. Comput. 13(4): 1008-1018 (2021) - [j33]Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria:
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. 13(5): 1215-1232 (2021) - [j32]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea:
Recognizing Emotion Cause in Conversations. Cogn. Comput. 13(5): 1317-1332 (2021) - [j31]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive dialogue understanding: The baselines and negative results. Neurocomputing 431: 47-56 (2021) - [j30]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Conversational transfer learning for emotion recognition. Inf. Fusion 65: 1-12 (2021) - [j29]Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria:
Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning. Inf. Fusion 70: 88-99 (2021) - [j28]Amir Hussain, Erik Cambria, Soujanya Poria, Ahmad Y. A. Hawalah, Francisco Herrera:
Information fusion for affective computing and sentiment analysis. Inf. Fusion 71: 97-98 (2021) - [c65]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy:
More Identifiable yet Equally Performant Transformers for Text Classification. ACL/IJCNLP (1) 2021: 1172-1182 - [c64]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL/IJCNLP (Findings) 2021: 1435-1449 - [c63]Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria:
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM 2021: 3603-3607 - [c62]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) 2021: 8676-8686 - [c61]Wei Han, Hui Chen, Soujanya Poria:
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. EMNLP (1) 2021: 9180-9192 - [c60]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI 2021: 6-15 - [c59]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI 2021: 773-777 - [c58]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT 2021: 1009-1021 - [c57]Tapas Nayak, Navonil Majumder, Soujanya Poria:
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. RANLP 2021: 1031-1039 - [c56]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL 2021: 301-313 - [c55]Hoang Van Nguyen, Francesco Gelli, Soujanya Poria:
DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph. SIGIR 2021: 1642-1646 - [i54]Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua:
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR abs/2101.00774 (2021) - [i53]Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria:
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR abs/2103.16929 (2021) - [i52]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR abs/2106.00510 (2021) - [i51]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy:
More Identifiable yet Equally Performant Transformers for Text Classification. CoRR abs/2106.01269 (2021) - [i50]Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. CoRR abs/2106.11791 (2021) - [i49]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR abs/2107.13669 (2021) - [i48]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR abs/2108.01260 (2021) - [i47]Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria:
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CoRR abs/2108.06107 (2021) - [i46]Tapas Nayak, Navonil Majumder, Soujanya Poria:
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. CoRR abs/2108.09689 (2021) - [i45]Wei Han, Hui Chen, Soujanya Poria:
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. CoRR abs/2109.00412 (2021) - [i44]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR abs/2109.02247 (2021) - [i43]Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan:
PIP: Physical Interaction Prediction via Mental Imagery with Span Selection. CoRR abs/2109.04683 (2021) - [i42]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Federated Distillation of Natural Language Understanding with Confident Sinkhorns. CoRR abs/2110.02432 (2021) - 2020
- [j27]Tom Young, Vlad Pandelea, Soujanya Poria, Erik Cambria:
Dialogue systems with audio context. Neurocomputing 388: 102-109 (2020) - [j26]Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu:
Anaphora and coreference resolution: A review. Inf. Fusion 59: 139-162 (2020) - [j25]Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch:
Social Media Marketing and Financial Forecasting. Inf. Process. Manag. 57(5): 102314 (2020) - [c54]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL 2020: 3198-3210 - [c53]Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok:
SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis. CIKM 2020: 105-114 - [c52]AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. EMNLP (1) 2020: 1801-1812 - [c51]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) 2020: 2470-2481 - [c50]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. EMNLP (1) 2020: 8968-8979 - [c49]Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria:
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. ACM Multimedia 2020: 1122-1131 - [i41]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. CoRR abs/2005.00357 (2020) - [i40]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR abs/2005.00791 (2020) - [i39]Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria:
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. CoRR abs/2005.03545 (2020) - [i38]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency:
Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR abs/2005.06607 (2020) - [i37]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria:
Investigating Gender Bias in BERT. CoRR abs/2009.05021 (2020) - [i36]Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria:
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks. CoRR abs/2009.05092 (2020) - [i35]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Utterance-level Dialogue Understanding: An Empirical Study. CoRR abs/2009.13902 (2020) - [i34]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. CoRR abs/2010.01454 (2020) - [i33]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR abs/2010.02795 (2020) - [i32]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Emerging Trends of Multimodal Research in Vision and Language. CoRR abs/2010.09522 (2020) - [i31]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR abs/2010.11985 (2020) - [i30]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR abs/2011.09954 (2020) - [i29]Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR abs/2012.06236 (2020) - [i28]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea:
Recognizing Emotion Cause in Conversations. CoRR abs/2012.11820 (2020)
2010 – 2019
- 2019
- [j24]Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy:
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. IEEE Access 7: 100943-100953 (2019) - [j23]Tushar Maheshwari, Aishwarya N. Reganti, Soujanya Poria, Rada Mihalcea:
The Nitty-GRITties of Success: Computational Analysis of Grit From Language. IEEE Access 7: 179364-179372 (2019) - [j22]Erik Cambria, Soujanya Poria, Amir Hussain, Bing Liu:
Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. 14(2): 16-17 (2019) - [j21]Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh:
Sentiment and Sarcasm Classification With Multitask Learning. IEEE Intell. Syst. 34(3): 38-43 (2019) - [c48]Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria:
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. AAAI 2019: 6818-6825 - [c47]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea:
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. ACL (1) 2019: 527-536 - [c46]Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria:
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). ACL (1) 2019: 4619-4629 - [c45]Haiyun Peng, Soujanya Poria, Yang Li, Erik Cambria:
Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis. CICLing (2) 2019: 151-165 - [c44]Devamanyu Hazarika, Gangeshwar Krishnamurthy, Soujanya Poria, Roger Zimmermann:
Multi-task Learning for Detecting Stance in Tweets. CICLing (2) 2019: 222-235 - [c43]Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh:
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. EMNLP/IJCNLP (1) 2019: 154-164 - [c42]Sandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, Hongyun Cai:
An Attention-Based Model for Learning Dynamic Interaction Networks. IJCNN 2019: 1-8 - [c41]Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. NAACL-HLT (1) 2019: 370-379 - [e1]Rada Mihalcea, Ekaterina Shutova, Lun-Wei Ku, Kilian Evang, Soujanya Poria:
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019. Association for Computational Linguistics 2019, ISBN 978-1-948087-93-3 [contents] - [i27]Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria:
Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning. CoRR abs/1901.07880 (2019) - [i26]Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh:
Sentiment and Sarcasm Classification with Multitask Learning. CoRR abs/1901.08014 (2019) - [i25]Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy:
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. CoRR abs/1905.02947 (2019) - [i24]Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. CoRR abs/1905.05812 (2019) - [i23]Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria:
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). CoRR abs/1906.01815 (2019) - [i22]Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander F. Gelbukh:
Variational Fusion for Multimodal Sentiment Analysis. CoRR abs/1908.06008 (2019) - [i21]Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh:
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR abs/1908.11540 (2019) - [i20]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling. CoRR abs/1910.04980 (2019) - [i19]Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency:
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR abs/1911.09783 (2019) - [i18]Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR abs/1911.09826 (2019) - 2018
- [j20]Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria:
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]. IEEE Comput. Intell. Mag. 13(3): 55-75 (2018) - [j19]Mauro Dragoni, Soujanya Poria, Erik Cambria:
OntoSenticNet: A Commonsense Ontology for Sentiment Analysis. IEEE Intell. Syst. 33(3): 77-85 (2018) - [j18]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Alexander F. Gelbukh, Amir Hussain:
Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines. IEEE Intell. Syst. 33(6): 17-25 (2018) - [j17]Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria:
Multimodal sentiment analysis using hierarchical fusion with context modeling. Knowl. Based Syst. 161: 124-133 (2018) - [c40]Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok:
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings. AAAI 2018: 1795-1802 - [c39]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. AAAI 2018: 5634-5641 - [c38]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. AAAI 2018: 5642-5649 - [c37]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) 2018: 2236-2246 - [c36]Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria:
A Deep Learning Approach for Multimodal Deception Detection. CICLing (1) 2018: 87-96 - [c35]Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea:
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. COLING 2018: 1837-1848 - [c34]Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann:
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. EMNLP 2018: 2594-2604 - [c33]Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal:
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis. EMNLP 2018: 3402-3411 - [c32]Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. EMNLP 2018: 3454-3466 - [c31]Devamanyu Hazarika, Sruthi Gorantla, Soujanya Poria, Roger Zimmermann:
Self-Attentive Feature-Level Fusion for Multimodal Emotion Detection. MIPR 2018: 196-201 - [c30]Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria, Roger Zimmermann:
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis. NAACL-HLT (2) 2018: 266-270 - [c29]Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann:
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT 2018: 2122-2132 - [c28]Qian Chen, Iti Chaturvedi, Soujanya Poria, Erik Cambria, Lorenzo Malandri:
Learning Visual Concepts in Images Using Temporal Convolutional Networks. SSCI 2018: 1280-1284 - [c27]Danyuan Ho, Diyana Hamzah, Soujanya Poria, Erik Cambria:
Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English. SSCI 2018: 1285-1291 - [r1]Iti Chaturvedi, Soujanya Poria, Erik Cambria:
Sentiment Analysis, Basic Tasks of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i17]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. CoRR abs/1802.00923 (2018) - [i16]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. CoRR abs/1802.00927 (2018) - [i15]Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria:
A Deep Learning Approach for Multimodal Deception Detection. CoRR abs/1803.00344 (2018) - [i14]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander F. Gelbukh:
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines. CoRR abs/1803.07427 (2018) - [i13]Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea:
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. CoRR abs/1805.06413 (2018) - [i12]Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu:
Anaphora and Coreference Resolution: A Review. CoRR abs/1805.11824 (2018) - [i11]Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria:
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. CoRR abs/1806.06228 (2018) - [i10]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea:
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. CoRR abs/1810.02508 (2018) - [i9]Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria:
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. CoRR abs/1811.00405 (2018) - 2017
- [b1]Soujanya Poria:
Novel symbolic and machine-learning approaches for text-based and multimodal sentiment analysis. University of Stirling, UK, 2017 - [j16]Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria:
Deep Learning-Based Document Modeling for Personality Detection from Text. IEEE Intell. Syst. 32(2): 74-79 (2017) - [j15]Erik Cambria, Soujanya Poria, Alexander F. Gelbukh, Mike Thelwall:
Sentiment Analysis Is a Big Suitcase. IEEE Intell. Syst. 32(6): 74-80 (2017) - [j14]Soujanya Poria, Haiyun Peng, Amir Hussain, Newton Howard, Erik Cambria:
Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis. Neurocomputing 261: 217-230 (2017) - [j13]Soujanya Poria, Erik Cambria, Rajiv Bajpai, Amir Hussain:
A review of affective computing: From unimodal analysis to multimodal fusion. Inf. Fusion 37: 98-125 (2017) - [c26]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency:
Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) 2017: 873-883 - [c25]Erik Cambria, Devamanyu Hazarika, Soujanya Poria, Amir Hussain, R. B. V. Subramanyam:
Benchmarking Multimodal Sentiment Analysis. CICLing (2) 2017: 166-179 - [c24]Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Tensor Fusion Network for Multimodal Sentiment Analysis. EMNLP 2017: 1103-1114 - [c23]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency:
Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM 2017: 1033-1038 - [i8]Rajiv Bajpai, Soujanya Poria, Danyuan Ho, Erik Cambria:
Developing a concept-level knowledge base for sentiment analysis in Singlish. CoRR abs/1707.04408 (2017) - [i7]Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Tensor Fusion Network for Multimodal Sentiment Analysis. CoRR abs/1707.07250 (2017) - [i6]Erik Cambria, Devamanyu Hazarika, Soujanya Poria, Amir Hussain, R. B. V. Subramanyam:
Benchmarking Multimodal Sentiment Analysis. CoRR abs/1707.09538 (2017) - [i5]Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria:
Recent Trends in Deep Learning Based Natural Language Processing. CoRR abs/1708.02709 (2017) - [i4]Iti Chaturvedi, Soujanya Poria, Erik Cambria:
Basic tasks of sentiment analysis. CoRR abs/1710.06536 (2017) - 2016
- [j12]Nir Ofek, Soujanya Poria, Lior Rokach, Erik Cambria, Amir Hussain, Asaf Shabtai:
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis. Cogn. Comput. 8(3): 467-477 (2016) - [j11]Kia Dashtipour, Soujanya Poria, Amir Hussain, Erik Cambria, Ahmad Y. A. Hawalah, Alexander F. Gelbukh, Qiang Zhou:
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cogn. Comput. 8(4): 757-771 (2016) - [j10]Kia Dashtipour, Soujanya Poria, Amir Hussain, Erik Cambria, Ahmad Y. A. Hawalah, Alexander F. Gelbukh, Qiang Zhou:
Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cogn. Comput. 8(4): 772-775 (2016) - [j9]Soujanya Poria, Erik Cambria, Newton Howard, Guang-Bin Huang, Amir Hussain:
Fusing audio, visual and textual clues for sentiment analysis from multimodal content. Neurocomputing 174: 50-59 (2016) - [j8]Soujanya Poria, Erik Cambria, Alexander F. Gelbukh:
Aspect extraction for opinion mining with a deep convolutional neural network. Knowl. Based Syst. 108: 42-49 (2016) - [c22]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij:
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks. COLING 2016: 1601-1612 - [c21]Erik Cambria, Soujanya Poria, Rajiv Bajpai, Björn W. Schuller:
SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives. COLING 2016: 2666-2677 - [c20]Soujanya Poria, Iti Chaturvedi, Erik Cambria, Amir Hussain:
Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis. ICDM 2016: 439-448 - [c19]Iti Chaturvedi, Erik Cambria, Soujanya Poria, Rajiv Bajpai:
Bayesian Deep Convolution Belief Networks for Subjectivity Detection. ICDM Workshops 2016: 916-923 - [c18]Soujanya Poria, Iti Chaturvedi, Erik Cambria, Federica Bisio:
Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis. IJCNN 2016: 4465-4473 - [i3]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij:
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks. CoRR abs/1610.08815 (2016) - 2015
- [j7]Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Federica Bisio, Amir Hussain:
Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns. IEEE Comput. Intell. Mag. 10(4): 26-36 (2015) - [j6]Basant Agarwal, Soujanya Poria, Namita Mittal, Alexander F. Gelbukh, Amir Hussain:
Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach. Cogn. Comput. 7(4): 487-499 (2015) - [j5]Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang:
Towards an intelligent framework for multimodal affective data analysis. Neural Networks 63: 104-116 (2015) - [c17]Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria:
AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis. AAAI 2015: 508-514 - [c16]Erik Cambria, Soujanya Poria, Federica Bisio, Rajiv Bajpai, Iti Chaturvedi:
The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis. CICLing (2) 2015: 3-22 - [c15]Prerna Chikersal, Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Chng Eng Siong:
Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning. CICLing (2) 2015: 49-65 - [c14]Soujanya Poria, Erik Cambria, Alexander F. Gelbukh:
Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis. EMNLP 2015: 2539-2544 - [c13]Prerna Chikersal, Soujanya Poria, Erik Cambria:
SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning. SemEval@NAACL-HLT 2015: 647-651 - 2014
- [j4]Soujanya Poria, Erik Cambria, Grégoire Winterstein, Guang-Bin Huang:
Sentic patterns: Dependency-based rules for concept-level sentiment analysis. Knowl. Based Syst. 69: 45-63 (2014) - [j3]Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Amir Hussain, Guang-Bin Huang:
EmoSenticSpace: A novel framework for affective common-sense reasoning. Knowl. Based Syst. 69: 108-123 (2014) - [c12]Soujanya Poria, Erik Cambria, Lun-Wei Ku, Chen Gui, Alexander F. Gelbukh:
A Rule-Based Approach to Aspect Extraction from Product Reviews. SocialNLP@COLING 2014: 28-37 - [c11]Soujanya Poria, Basant Agarwal, Alexander F. Gelbukh, Amir Hussain, Newton Howard:
Dependency-Based Semantic Parsing for Concept-Level Text Analysis. CICLing (1) 2014: 113-127 - [c10]Soujanya Poria, Nir Ofek, Alexander F. Gelbukh, Amir Hussain, Lior Rokach:
Dependency Tree-Based Rules for Concept-Level Aspect-Based Sentiment Analysis. SemWebEval@ESWC 2014: 41-47 - [c9]Erik Cambria, Soujanya Poria, Alexander F. Gelbukh, Kenneth Kwok:
Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis. #MSM 2014: 19-24 - 2013
- [j2]Soujanya Poria, Alexander F. Gelbukh, Amir Hussain, Newton Howard, Dipankar Das, Sivaji Bandyopadhyay:
Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining. IEEE Intell. Syst. 28(2): 31-38 (2013) - [c8]Saliha Minhas, Soujanya Poria, Amir Hussain, Khalid Hussainey:
A Review of Artificial Intelligence and Biologically Inspired Computational Approaches to Solving Issues in Narrative Financial Disclosure. BICS 2013: 317-327 - [c7]Soujanya Poria, Alexander F. Gelbukh, Amir Hussain, Sivaji Bandyopadhyay, Newton Howard:
Music Genre Classification: A Semi-supervised Approach. MCPR 2013: 254-263 - [c6]Soujanya Poria, Alexander F. Gelbukh, Basant Agarwal, Erik Cambria, Newton Howard:
Common Sense Knowledge Based Personality Recognition from Text. MICAI (2) 2013: 484-496 - [c5]Soujanya Poria, Alexander F. Gelbukh, Basant Agarwal, Erik Cambria, Newton Howard:
Erratum: Common Sense Knowledge Based Personality Recognition from Text. MICAI (2) 2013 - [p1]Erik Cambria, Marco Grassi, Soujanya Poria, Amir Hussain:
Sentic Computing for Social Media Analysis, Representation, and Retrieval. Social Media Retrieval 2013: 191-215 - 2012
- [c4]Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay:
Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering. ICDM Workshops 2012: 709-716 - [c3]Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh:
SMSFR: SMS-Based FAQ Retrieval System. MICAI (2) 2012: 36-45 - [c2]Soujanya Poria, Alexander F. Gelbukh, Dipankar Das, Sivaji Bandyopadhyay:
Fuzzy Clustering for Semi-supervised Learning - Case Study: Construction of an Emotion Lexicon. MICAI (1) 2012: 73-86 - [c1]Dipankar Das, Soujanya Poria, Sivaji Bandyopadhyay:
A Classifier Based Approach to Emotion Lexicon Construction. NLDB 2012: 320-326 - 2011
- [j1]Partha Pakray, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh:
Semantic Textual Entailment Recognition using UNL. Polibits 43: 23-27 (2011) - [i2]Partha Pakray, Snehasis Neogi, Pinaki Bhaskar, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh:
A Textual Entailment System using Anaphora Resolution. TAC 2011 - 2010
- [i1]Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh:
JU_CSE_TAC: Textual Entailment Recognition System at TAC RTE-6. TAC 2010
Coauthor Index
[c116] [j48] [c111] [c101] [i103] [i99] [j44] [i74] [j40] [j29] [j28] [j27] [j26] [j25] [c53] [i29] [j22] [j21] [c48] [c47] [c45] [c42] [i27] [i26] [j20] [j19] [j18] [j17] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c30] [c29] [c28] [c27] [r1] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [j16] [j15] [j14] [j13] [c26] [c25] [c24] [c23] [i8] [i7] [i6] [i5] [i4] [j12] [j11] [j10] [j9] [j8] [c22] [c21] [c20] [c19] [c18] [i3] [j7] [j5] [c17] [c16] [c15] [c14] [c13] [j4] [j3] [c12] [c9] [c6] [c5] [p1] [c4]
Navonil Majumder
aka: Navonil Mazumder
aka: Navonil Mazumder
[c115] [c112] [i125] [c102] [c97] [i124] [i114] [i107] [i106] [i101] [i91] [j46] [j45] [j43] [j42] [c94] [c87] [c86] [c85] [c83] [c82] [c81] [i89] [i87] [i86] [i83] [i79] [i77] [i70] [j41] [j40] [j39] [j37] [c76] [c68] [i66] [i61] [i60] [i57] [j34] [j33] [j32] [j31] [c65] [c64] [c63] [c62] [c59] [c57] [c56] [i53] [i52] [i51] [i50] [i48] [i47] [i46] [i44] [c54] [c51] [c50] [i41] [i40] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [i30] [i29] [i28] [j24] [j21] [c48] [c47] [c43] [i26] [i25] [i22] [i21] [j18] [j17] [c39] [c36] [c33] [i16] [i15] [i14] [i11] [i10] [i9] [j16] [c26] [c23]
[c117] [c102] [c98] [i124] [i114] [i113] [i96] [j43] [j42] [c87] [c85] [i89] [i70] [j41] [j40] [c77] [c76] [c68] [i66] [i60] [i57] [j32] [j30] [c64] [c62] [c56] [i52] [i50] [i44] [c54] [c51] [c50] [i41] [i40] [i35] [i34] [i33] [i29] [i28] [j24] [j23] [c48] [c47] [c46] [e1] [i25] [i23] [i22] [i20] [c35] [c34] [i13] [i10] [i9]
Amir Zadeh 0001
aka: AmirAli Bagher Zadeh
aka: AmirAli Bagher Zadeh
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