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ORCIDAsli Celikyilmaz
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- affiliation: Meta AI
- affiliation (former): Microsoft Research, Redmond, WA, USA
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2020 – today
- 2025
[c103]Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang:
Efficient Tool Use with Chain-of-Abstraction Reasoning. COLING 2025: 2727-2743- [c102]Melanie Sclar, Jane Dwivedi-Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz:
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning. ICLR 2025 - [i78]Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad:
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. CoRR abs/2503.11751 (2025) - [i77]Yuxuan Li, Vijay Veerabadran, Michael L. Iuzzolino, Brett D. Roads, Asli Celikyilmaz, Karl Ridgeway:
EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos. CoRR abs/2503.22152 (2025) - 2024
- [c101]Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston:
Chain-of-Verification Reduces Hallucination in Large Language Models. ACL (Findings) 2024: 3563-3578 - [c100]David Wan, Koustuv Sinha, Srini Iyer, Asli Celikyilmaz, Mohit Bansal, Ramakanth Pasunuru:
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization. ACL (Findings) 2024: 10036-10056 - [c99]Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian:
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. ICLR 2024 - [c98]Sidi Lu, Hongyi Liu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng:
Open-Domain Text Evaluation via Contrastive Distribution Methods. ICML 2024 - [c97]Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz:
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. NAACL-HLT 2024: 5784-5809 - [c96]Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz:
The ART of LLM Refinement: Ask, Refine, and Trust. NAACL-HLT 2024: 5872-5883 - [c95]Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li:
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. NAACL-HLT 2024: 8352-8370 - [i76]Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz
, Antoine Bosselut, Tianlu Wang:
Efficient Tool Use with Chain-of-Abstraction Reasoning. CoRR abs/2401.17464 (2024) - [i75]Yi-Lin Tuan, Xilun Chen, Eric Michael Smith, Louis Martin, Soumya Batra, Asli Celikyilmaz, William Yang Wang, Daniel M. Bikel:
Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models. CoRR abs/2404.01295 (2024) - [i74]Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra:
An Introduction to Vision-Language Modeling. CoRR abs/2405.17247 (2024) - [i73]Shehzaad Dhuliawala, Ilia Kulikov, Ping Yu, Asli Celikyilmaz, Jason Weston, Sainbayar Sukhbaatar, Jack Lanchantin:
Adaptive Decoding via Latent Preference Optimization. CoRR abs/2411.09661 (2024) - [i72]Melanie Sclar, Jane A. Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz:
Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning. CoRR abs/2412.12175 (2024) - 2023
- [j13]R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz:
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN. Trans. Assoc. Comput. Linguistics 11: 652-670 (2023) - [j12]Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom:
Augmented Language Models: a Survey. Trans. Mach. Learn. Res. 2023 (2023) - [c94]Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz:
ALERT: Adapt Language Models to Reasoning Tasks. ACL (1) 2023: 1055-1081 - [c93]Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru:
Complementary Explanations for Effective In-Context Learning. ACL (Findings) 2023: 4469-4484 - [c92]Swarnadeep Saha, Xinyan Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz:
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. ACL (Findings) 2023: 11069-11090 - [c91]Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang:
Understanding In-Context Learning via Supportive Pretraining Data. ACL (1) 2023: 12660-12673 - [c90]Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer:
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. EACL 2023: 2706-2723 - [c89]Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma:
Look-back Decoding for Open-Ended Text Generation. EMNLP 2023: 1039-1050 - [c88]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng:
Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP 2023: 8358-8375 - [c87]Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz:
Crystal: Introspective Reasoners Reinforced with Self-Feedback. EMNLP 2023: 11557-11572 - [c86]Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li:
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. EMNLP (Findings) 2023: 15090-15107 - [c85]Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz:
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. ICLR 2023 - [c84]Zeming Chen, Gail Weiss, Eric Mitchell, Asli Celikyilmaz, Antoine Bosselut:
RECKONING: Reasoning through Dynamic Knowledge Encoding. NeurIPS 2023 - [i71]Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom:
Augmented Language Models: a Survey. CoRR abs/2302.07842 (2023) - [i70]Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li:
Large Language Model Programs. CoRR abs/2305.05364 (2023) - [i69]Zeming Chen, Gail Weiss, Eric Mitchell, Asli Celikyilmaz, Antoine Bosselut:
RECKONING: Reasoning through Dynamic Knowledge Encoding. CoRR abs/2305.06349 (2023) - [i68]Badr AlKhamissi, Siddharth Verma, Ping Yu, Zhijing Jin, Asli Celikyilmaz, Mona T. Diab:
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models. CoRR abs/2305.12001 (2023) - [i67]Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma:
Look-back Decoding for Open-Ended Text Generation. CoRR abs/2305.13477 (2023) - [i66]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng:
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR abs/2305.14711 (2023) - [i65]Sidi Lu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng:
Open-Domain Text Evaluation via Meta Distribution Modeling. CoRR abs/2306.11879 (2023) - [i64]Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang:
Understanding In-Context Learning via Supportive Pretraining Data. CoRR abs/2306.15091 (2023) - [i63]Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian:
RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. CoRR abs/2307.12950 (2023) - [i62]Tianlu Wang, Ping Yu, Xiaoqing Ellen Tan, Sean O'Brien, Ramakanth Pasunuru, Jane Dwivedi-Yu, Olga Golovneva, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz:
Shepherd: A Critic for Language Model Generation. CoRR abs/2308.04592 (2023) - [i61]Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan:
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR abs/2309.02591 (2023) - [i60]Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston:
Chain-of-Verification Reduces Hallucination in Large Language Models. CoRR abs/2309.11495 (2023) - [i59]Jiacheng Liu, Andrew Cohen, Ramakanth Pasunuru, Yejin Choi, Hannaneh Hajishirzi, Asli Celikyilmaz:
Making PPO even better: Value-Guided Monte-Carlo Tree Search decoding. CoRR abs/2309.15028 (2023) - [i58]Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi:
DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR abs/2310.02804 (2023) - [i57]Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz:
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. CoRR abs/2310.04743 (2023) - [i56]Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz:
Crystal: Introspective Reasoners Reinforced with Self-Feedback. CoRR abs/2310.04921 (2023) - [i55]Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz:
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. CoRR abs/2310.05029 (2023) - [i54]Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li:
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. CoRR abs/2310.09436 (2023) - [i53]Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li:
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. CoRR abs/2310.15123 (2023) - [i52]Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz:
The ART of LLM Refinement: Ask, Refine, and Trust. CoRR abs/2311.07961 (2023) - [i51]Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz:
PathFinder: Guided Search over Multi-Step Reasoning Paths. CoRR abs/2312.05180 (2023) - 2022
- [c83]Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab:
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP 2022: 2109-2120 - [c82]Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor, Asli Celikyilmaz:
Discourse-Aware Soft Prompting for Text Generation. EMNLP 2022: 4570-4589 - [c81]Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev:
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. EMNLP 2022: 4949-4958 - [c80]Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami:
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. EMNLP (Findings) 2022: 5345-5359 - [c79]Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. NAACL-HLT 2022: 5657-5668 - [c78]Xiangru Tang, Alexander R. Fabbri, Haoran Li, Ziming Mao, Griffin Adams, Borui Wang, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries. NAACL-HLT 2022: 5680-5692 - [i50]Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona T. Diab, Marjan Ghazvininejad:
A Review on Language Models as Knowledge Bases. CoRR abs/2204.06031 (2022) - [i49]Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab:
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. CoRR abs/2205.12495 (2022) - [i48]Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky:
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR abs/2208.06061 (2022) - [i47]Sicong Huang, Asli Celikyilmaz, Haoran Li:
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness. CoRR abs/2211.08464 (2022) - [i46]Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Ves Stoyanov, Greg Durrett, Ramakanth Pasunuru:
Complementary Explanations for Effective In-Context Learning. CoRR abs/2211.13892 (2022) - [i45]Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz:
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. CoRR abs/2212.07919 (2022) - [i44]Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissy, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz:
ALERT: Adapting Language Models to Reasoning Tasks. CoRR abs/2212.08286 (2022) - [i43]Swarnadeep Saha, Xinyan Velocity Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz:
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. CoRR abs/2212.08607 (2022) - [i42]Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz:
Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences. CoRR abs/2212.09726 (2022) - [i41]Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, Todor Mihaylov, Daniel Simig, Ping Yu, Kurt Shuster, Tianlu Wang, Qing Liu, Punit Singh Koura, Xian Li, Brian O'Horo, Gabriel Pereyra, Jeff Wang, Christopher Dewan, Asli Celikyilmaz, Luke Zettlemoyer, Ves Stoyanov:
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization. CoRR abs/2212.12017 (2022) - [i40]Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev:
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. CoRR abs/2212.12652 (2022) - 2021
- [j11]Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang:
Vision-Language Navigation Policy Learning and Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4205-4216 (2021) - [c77]Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao:
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. AAAI 2021: 13666-13674 - [c76]Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao:
GO FIGURE: A Meta Evaluation of Factuality in Summarization. ACL/IJCNLP (Findings) 2021: 478-487 - [c75]Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal:
EmailSum: Abstractive Email Thread Summarization. ACL/IJCNLP (1) 2021: 6895-6909 - [c74]Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan:
Contrastive Multi-document Question Generation. EACL 2021: 12-30 - [c73]Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz:
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. EACL 2021: 281-291 - [c72]Saadia Gabriel, Antoine Bosselut, Jeff Da, Ari Holtzman, Jan Buys, Kyle Lo, Asli Celikyilmaz, Yejin Choi:
Discourse Understanding and Factual Consistency in Abstractive Summarization. EACL 2021: 435-447 - [c71]Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev:
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. EMNLP (Findings) 2021: 4426-4433 - [c70]Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao:
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT 2021: 4780-4793 - [c69]Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev:
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. NAACL-HLT 2021: 5905-5921 - [i39]Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao:
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. CoRR abs/2103.01863 (2021) - [i38]Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev:
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. CoRR abs/2104.05938 (2021) - [i37]Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao:
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR abs/2106.01317 (2021) - [i36]Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal:
EmailSum: Abstractive Email Thread Summarization. CoRR abs/2107.14691 (2021) - [i35]Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev:
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. CoRR abs/2109.04609 (2021) - [i34]R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz:
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN. CoRR abs/2111.09509 (2021) - [i33]Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer:
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. CoRR abs/2111.13654 (2021) - [i32]Marjan Ghazvininejad, Vladimir Karpukhin, Asli Celikyilmaz:
Discourse-Aware Prompt Design for Text Generation. CoRR abs/2112.05717 (2021) - [i31]Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami:
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance. CoRR abs/2112.08321 (2021) - [i30]Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev:
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. CoRR abs/2112.08713 (2021) - 2020
- [c68]Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan:
A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. ACL 2020: 4871-4884 - [c67]Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan:
Quality and Relevance Metrics for Selection of Multimodal Pretraining Data. CVPR Workshops 2020: 4109-4116 - [c66]Yangfeng Ji, Antoine Bosselut, Thomas Wolf, Asli Celikyilmaz:
The Amazing World of Neural Language Generation. EMNLP (Tutorial Abstracts) 2020: 37-42 - [c65]Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao:
RMM: A Recursive Mental Model for Dialog Navigation. EMNLP (Findings) 2020: 1732-1745 - [c64]Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao:
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. EMNLP (1) 2020: 4274-4295 - [c63]Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan:
Substance over Style: Document-Level Targeted Content Transfer. EMNLP (1) 2020: 6485-6504 - [c62]Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov, Kieran McDonald:
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization. Eval4NLP 2020: 69-78 - [c61]Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht:
Working Memory Graphs. ICML 2020: 6404-6414 - [e1]Asli Celikyilmaz, Tsung-Hsien Wen:
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, ACL 2020, Online, July 5-10, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-04-0 [contents] - [i29]Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz:
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. CoRR abs/2004.06176 (2020) - [i28]Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao:
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. CoRR abs/2004.14967 (2020) - [i27]Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao:
RMM: A Recursive Mental Model for Dialog Navigation. CoRR abs/2005.00728 (2020) - [i26]Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov, Kieran McDonald:
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization. CoRR abs/2005.02146 (2020) - [i25]Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan:
A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. CoRR abs/2005.09606 (2020) - [i24]Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan:
Reparameterized Variational Divergence Minimization for Stable Imitation. CoRR abs/2006.10810 (2020) - [i23]Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao:
Evaluation of Text Generation: A Survey. CoRR abs/2006.14799 (2020) - [i22]Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan:
Substance over Style: Document-Level Targeted Content Transfer. CoRR abs/2010.08618 (2020) - [i21]Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao:
Go Figure! A Meta Evaluation of Factuality in Summarization. CoRR abs/2010.12834 (2020) - [i20]Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang:
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR abs/2011.09530 (2020)
2010 – 2019
- 2019
- [c60]Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He:
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. AAAI 2019: 8465-8472 - [c59]Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin:
Learning Compressed Sentence Representations for On-Device Text Processing. ACL (1) 2019: 107-116 - [c58]Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin:
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. ACL (1) 2019: 2079-2089 - [c57]Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith:
Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts. ACL (1) 2019: 2748-2760 - [c56]Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi:
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. ACL (1) 2019: 4762-4779 - [c55]Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang:
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. CVPR 2019: 6629-6638 - [c54]Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah A. Smith, Yejin Choi:
Robust Navigation with Language Pretraining and Stochastic Sampling. EMNLP/IJCNLP (1) 2019: 1494-1499 - [c53]Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin:
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. NAACL-HLT (1) 2019: 240-250 - [i19]Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin:
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. CoRR abs/1902.00154 (2019) - [i18]Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin:
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. CoRR abs/1903.10145 (2019) - [i17]Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi:
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization. CoRR abs/1906.00138 (2019) - [i16]Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi:
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. CoRR abs/1906.05317 (2019) - [i15]Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin:
Learning Compressed Sentence Representations for On-Device Text Processing. CoRR abs/1906.08340 (2019) - [i14]Saadia Gabriel, Antoine Bosselut, Ari Holtzman, Kyle Lo, Asli Celikyilmaz, Yejin Choi:
Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow. CoRR abs/1907.01272 (2019) - [i13]Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah A. Smith, Yejin Choi:
Robust Navigation with Language Pretraining and Stochastic Sampling. CoRR abs/1909.02244 (2019) - [i12]Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan:
Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. CoRR abs/1911.03047 (2019) - [i11]Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht:
Working Memory Graphs. CoRR abs/1911.07141 (2019) - 2018
- [c52]Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür:
Deep Learning for Dialogue Systems. COLING (Tutorials) 2018: 25-31 - [c51]Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh:
Learning and Analyzing Vector Encoding of Symbolic Representation. ICLR (Workshop) 2018 - [c50]Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi:
Discourse-Aware Neural Rewards for Coherent Text Generation. NAACL-HLT 2018: 173-184 - [c49]Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi:
Deep Communicating Agents for Abstractive Summarization. NAACL-HLT 2018: 1662-1675 - [i10]Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky:
Learning and analyzing vector encoding of symbolic representations. CoRR abs/1803.03834 (2018) - [i9]Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi:
Deep Communicating Agents for Abstractive Summarization. CoRR abs/1803.10357 (2018) - [i8]Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi:
Discourse-Aware Neural Rewards for Coherent Text Generation. CoRR abs/1805.03766 (2018) - [i7]Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He:
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. CoRR abs/1805.08191 (2018) - [i6]Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang:
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. CoRR abs/1811.10092 (2018) - 2017
- [j10]Milica Gasic, Dilek Hakkani-Tür, Asli Celikyilmaz:
Spoken language understanding and interaction: machine learning for human-like conversational systems. Comput. Speech Lang. 46: 249-251 (2017) - [c48]Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür:
Deep Learning for Dialogue Systems. ACL (Tutorial Abstracts) 2017: 8-14 - [c47]Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong:
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. EMNLP 2017: 2231-2240 - [c46]Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz:
End-to-End Task-Completion Neural Dialogue Systems. IJCNLP(1) 2017: 733-743 - [i5]Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang:
Scaffolding Networks for Teaching and Learning to Comprehend. CoRR abs/1702.08653 (2017) - [i4]Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz:
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. CoRR abs/1703.07055 (2017) - [i3]Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong:
Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning. CoRR abs/1704.03084 (2017) - 2016
- [j9]Asli Celikyilmaz, Ruhi Sarikaya, Minwoo Jeong, Anoop Deoras:
An Empirical Investigation of Word Class-Based Features for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 24(6): 994-1005 (2016) - [c45]Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang:
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH 2016: 715-719 - [c44]Asli Celikyilmaz, Ruhi Sarikaya, Dilek Hakkani-Tür, Xiaohu Liu, Nikhil Ramesh, Gökhan Tür:
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding. INTERSPEECH 2016: 3255-3259 - [c43]Paul A. Crook, Alex Marin, Vipul Agarwal, Khushboo Aggarwal, Tasos Anastasakos, Ravi Bikkula, Daniel Boies, Asli Celikyilmaz, Senthilkumar Chandramohan, Zhaleh Feizollahi, Roman Holenstein, Minwoo Jeong, Omar Zia Khan, Young-Bum Kim, Elizabeth Krawczyk, Xiaohu Liu, Danko Panic, Vasiliy Radostev, Nikhil Ramesh, Jean-Philippe Robichaud, Alexandre Rochette, Logan Stromberg, Ruhi Sarikaya:
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. HLT-NAACL Demos 2016: 47-51 - [c42]Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT 2016: 348-355 - [c41]Ruhi Sarikaya, Paul A. Crook, Alex Marin, Minwoo Jeong, Jean-Philippe Robichaud, Asli Celikyilmaz, Young-Bum Kim, Alexandre Rochette, Omar Zia Khan, Xiaohu Liu, Daniel Boies, Tasos Anastasakos, Zhaleh Feizollahi, Nikhil Ramesh, Hisami Suzuki, Roman Holenstein, Elizabeth Krawczyk, Vasiliy Radostev:
An overview of end-to-end language understanding and dialog management for personal digital assistants. SLT 2016: 391-397 - [c40]Joo-Kyung Kim, Gökhan Tür, Asli Celikyilmaz, Bin Cao, Ye-Yi Wang:
Intent detection using semantically enriched word embeddings. SLT 2016: 414-419 - [i2]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR abs/1609.03286 (2016) - [i1]Tarik Arici, Asli Celikyilmaz:
Associative Adversarial Networks. CoRR abs/1611.06953 (2016) - 2015
- [c39]Asli Celikyilmaz, Dilek Hakkani-Tür, Panupong Pasupat, Ruhi Sarikaya:
Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. AAAI Spring Symposia 2015 - [c38]Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya:
A universal model for flexible item selection in conversational dialogs. ASRU 2015: 361-367 - [c37]Xiaohu Liu, Asli Celikyilmaz, Ruhi Sarikaya:
Natural language understanding for partial queries. ASRU 2015: 397-400 - [c36]Asli Celikyilmaz, Dilek Hakkani-Tür:
Investigation of ensemble models for sequence learning. ICASSP 2015: 5381-5385 - 2014
- [c35]Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya:
Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces. EMNLP 2014: 2094-2104 - [c34]Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür:
A variational Bayesian model for user intent detection. ICASSP 2014: 4072-4076 - [c33]Dilek Hakkani-Tür, Malcolm Slaney, Asli Celikyilmaz, Larry P. Heck:
Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. ICMI 2014: 263-266 - [c32]Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong:
Shrinkage based features for slot tagging with conditional random fields. INTERSPEECH 2014: 268-272 - [c31]Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür, Geoffrey Zweig:
Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. INTERSPEECH 2014: 2113-2117 - 2013
- [c30]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ruhi Sarikaya:
Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression. ACL (1) 2013: 914-923 - [c29]Gökhan Tür, Asli Celikyilmaz, Dilek Hakkani-Tür:
Latent semantic modeling for slot filling in conversational understanding. ICASSP 2013: 8307-8311 - [c28]Aditya Bhargava, Asli Celikyilmaz, Dilek Hakkani-Tür, Ruhi Sarikaya:
Easy contextual intent prediction and slot detection. ICASSP 2013: 8337-8341 - [c27]Asli Celikyilmaz, Gökhan Tür, Dilek Hakkani-Tür:
IsNL? a discriminative approach to detect natural language like queries for conversational understanding. INTERSPEECH 2013: 2569-2573 - [c26]Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür:
A weakly-supervised approach for discovering new user intents from search query logs. INTERSPEECH 2013: 3780-3784 - [c25]Mark Yatskar, Svitlana Volkova, Asli Celikyilmaz, Bill Dolan, Luke Zettlemoyer:
Learning to Relate Literal and Sentimental Descriptions of Visual Properties. HLT-NAACL 2013: 416-425 - 2012
- [c24]Asli Celikyilmaz, Dilek Hakkani-Tür:
A Joint Model for Discovery of Aspects in Utterances. ACL (1) 2012: 330-338 - [c23]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz:
A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. INTERSPEECH 2012: 330-333 - [c22]Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz:
Mining Search Query Logs for Spoken Language Understanding. SDCTD@NAACL-HLT 2012: 37-40 - [c21]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features. SLT 2012: 216-221 - 2011
- [c20]Asli Celikyilmaz, Dilek Hakkani-Tür:
Discovery of Topically Coherent Sentences for Extractive Summarization. ACL 2011: 491-499 - [c19]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy:
Employing web search query click logs for multi-domain spoken language understanding. ASRU 2011: 419-424 - [c18]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ashley Fidler, Dustin Hillard:
Exploiting distance based similarity in topic models for user intent detection. ASRU 2011: 425-430 - [c17]Asli Celikyilmaz, Dilek Hakkani-Tür:
Concept-based classification for multi-document summarization. ICASSP 2011: 5540-5543 - [c16]Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding. INTERSPEECH 2011: 705-708 - [c15]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Approximate Inference for Domain Detection in Spoken Language Understanding. INTERSPEECH 2011: 713-716 - [c14]Gökhan Tür, Dilek Hakkani-Tür, Dustin Hillard, Asli Celikyilmaz:
Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling. INTERSPEECH 2011: 1293-1296 - 2010
- [j8]Asli Celikyilmaz, I. Burhan Türksen:
Decision making with imprecise parameters. Int. J. Approx. Reason. 51(8): 869-882 (2010) - [c13]Asli Celikyilmaz, Dilek Hakkani-Tür:
A Hybrid Hierarchical Model for Multi-Document Summarization. ACL 2010: 815-824 - [c12]Asli Celikyilmaz, Dilek Hakkani-Tür:
Extractive summarization using a latent variable model. INTERSPEECH 2010: 2526-2529 - [c11]Asli Celikyilmaz, Dilek Hakkani-Tür, Junlan Feng:
Probabilistic model-based sentiment analysis of twitter messages. SLT 2010: 79-84
2000 – 2009
- 2009
- [b1]Asli Celikyilmaz, I. Burhan Türksen:
Modeling Uncertainty with Fuzzy Logic - With Recent Theory and Applications. Studies in Fuzziness and Soft Computing 240, Springer 2009, ISBN 978-3-540-89923-5, pp. 1-311 [contents] - [j7]Asli Celikyilmaz, I. Burhan Türksen, Ramazan Aktas, M. Mete Doganay, N. Basak Ceylan:
Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions. Expert Syst. Appl. 36(2): 1337-1354 (2009) - [j6]Asli Celikyilmaz:
A Soft-Link Spectral Model for Link Prediction. Int. J. Semantic Comput. 3(4): 399-419 (2009) - [j5]Asli Celikyilmaz, I. Burhan Türksen:
A Genetic Fuzzy System Based On Improved Fuzzy Functions. J. Comput. 4(2): 135-146 (2009) - [c10]Asli Celikyilmaz, Marcus Thint, Zhiheng Huang:
A Graph-based Semi-Supervised Learning for Question-Answering. ACL/IJCNLP 2009: 719-727 - [c9]Zhiheng Huang, Marcus Thint, Asli Celikyilmaz:
Investigation of Question Classifier in Question Answering. EMNLP 2009: 543-550 - [c8]Zhiheng Huang, Guangping Zeng, Weiqun Xu, Asli Celikyilmaz:
Accurate Semantic Class Classifier for Coreference Resolution. EMNLP 2009: 1232-1240 - [c7]Asli Celikyilmaz, I. Burhan Türksen:
Spectral Learning with Type-2 Fuzzy Numbers for Question/Answering System. IFSA/EUSFLAT Conf. 2009: 1388-1393 - [c6]Asli Celikyilmaz:
Soft-Link Spectral Clustering for Information Extraction. ICSC 2009: 434-441 - 2008
- [j4]Asli Celikyilmaz, I. Burhan Türksen:
Validation criteria for enhanced fuzzy clustering. Pattern Recognit. Lett. 29(2): 97-108 (2008) - [j3]Asli Celikyilmaz, I. Burhan Türksen:
Enhanced Fuzzy System Models With Improved Fuzzy Clustering Algorithm. IEEE Trans. Fuzzy Syst. 16(3): 779-794 (2008) - [j2]Asli Celikyilmaz, I. Burhan Türksen:
Uncertainty Modeling of Improved Fuzzy Functions With Evolutionary Systems. IEEE Trans. Syst. Man Cybern. Part B 38(4): 1098-1110 (2008) - [c5]Asli Celikyilmaz, Marcus Thint:
Semantic approach to text entailment for question answering - new domain for uncertainty modeling. IEEE ICCI 2008: 481-487 - [c4]Asli Celikyilmaz, I. Burhan Türksen:
Uncertainty bounds of Fuzzy C-Regression Method. FUZZ-IEEE 2008: 1193-1198 - 2007
- [j1]Asli Celikyilmaz, I. Burhan Türksen:
Fuzzy functions with support vector machines. Inf. Sci. 177(23): 5163-5177 (2007) - [c3]Asli Celikyilmaz, I. Burhan Türksen:
Evolution of Fuzzy System Models: An Overview and New Directions. RSFDGrC 2007: 119-126 - [c2]Asli Celikyilmaz, I. Burhan Türksen, Ramazan Aktas, M. Mete Doganay, N. Basak Ceylan:
A New Classifier Design with Fuzzy Functions. RSFDGrC 2007: 136-143 - [c1]Asli Celikyilmaz, I. Burhan Türksen:
Evolutionary fuzzy system models with improved fuzzy functions and its application to industrial process. SMC 2007: 541-546 - [p1]Asli Celikyilmaz, I. Burhan Türksen:
New Cluster Validity Index with Fuzzy Functions. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 821-830
Coauthor Index
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