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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
- 2023
[j45]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)- [j44]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) - [j43]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) - [j42]Ambuj Mehrish, Navonil Majumder, Rishabh Bharadwaj, Rada Mihalcea, Soujanya Poria:
A review of deep learning techniques for speech processing. Inf. Fusion 99: 101869 (2023) - [j41]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) - [c84]Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria:
A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) 2023: 3756-3769 - [c83]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 - [c82]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 - [c81]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 - [c80]Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria:
UDAPTER - Efficient Domain Adaptation Using Adapters. EACL 2023: 2241-2255 - [i84]Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria:
UDApter - Efficient Domain Adaptation Using Adapters. CoRR abs/2302.03194 (2023) - [i83]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) - [i82]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) - [i81]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) - [i80]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) - [i79]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) - [i78]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) - [i77]Yi Xuan Tan, Navonil Majumder, Soujanya Poria:
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. CoRR abs/2305.12301 (2023) - [i76]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) - [i75]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) - [i74]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) - [i73]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) - [i72]Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria:
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models. CoRR abs/2306.04757 (2023) - [i71]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) - [i70]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) - [i69]Rishabh Bhardwaj, Soujanya Poria:
Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment. CoRR abs/2308.09662 (2023) - [i68]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) - 2022
- [j40]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) - [j39]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) - [j38]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) - [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]