Asli Celikyilmaz

Most-cited papers

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya +2 more
2019Annual Meeting of the Association for Computational Linguistics1,061 citations Open access
Semantic Scholar
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
Xin Eric Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao +4 more
2018Computer Vision and Pattern Recognition667 citations Open access
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Chain-of-Verification Reduces Hallucination in Large Language Models
S. Dhuliawala, M. Komeili, Jing Xu, R. Raileanu +3 more
2023Annual Meeting of the Association for Computational Linguistics637 citations Open access
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Augmented Language Models: a Survey
G. Mialon, Roberto Dessì, M. Lomeli, Christoforos Nalmpantis +9 more
2023Trans. Mach. Learn. Res.629 citations
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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
Ming Zhong, Da Yin, Tao Yu, A. Zaidi +7 more
2021North American Chapter of the Association for Computational Linguistics539 citations Open access
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Evaluation of Text Generation: A Survey
Asli Celikyilmaz, Elizabeth Clark, Jian-Feng Gao
2020arXiv.org501 citations
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Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao +2 more
2019North American Chapter of the Association for Computational Linguistics475 citations Open access
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Deep Communicating Agents for Abstractive Summarization
Asli Celikyilmaz, Antoine Bosselut, Xiao-Dong He, Yejin Choi
2018North American Chapter of the Association for Computational Linguistics319 citations Open access
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OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
S. Iyer, Xi Victoria Lin, Ramakanth Pasunuru, Todor Mihaylov +14 more
2022arXiv.org311 citations
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ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
O. Yu. Golovneva, Mo-Ya Chen, Spencer Poff, Martin Corredor +3 more
2022arXiv.org287 citations Open access
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A Review on Language Models as Knowledge Bases
Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona T. Diab +1 more
2022arXiv.org228 citations Open access
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PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking
Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao
2020Conference on Empirical Methods in Natural Language Processing191 citations Open access
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Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
L. Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller +23 more
2023arXiv.org184 citations Open access
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Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts
Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith
2019Annual Meeting of the Association for Computational Linguistics184 citations Open access
Semantic Scholar
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN
R. Thomas McCoy, P. Smolensky, Tal Linzen, Jian-Feng Gao +1 more
2021Transactions of the Association for Computational Linguistics183 citations Open access
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Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
Howard Chen, Ramakanth Pasunuru, Jason E. Weston, Asli Celikyilmaz
2023arXiv.org165 citations Open access
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Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal +2 more
2023North American Chapter of the Association for Computational Linguistics139 citations
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Robust Navigation with Language Pretraining and Stochastic Sampling
Xiu-Jun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk +4 more
2019Conference on Empirical Methods in Natural Language Processing133 citations Open access
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Complementary Explanations for Effective In-Context Learning
Xi Ye, Srini Iyer, Asli Celikyilmaz, Ves Stoyanov +2 more
2022Annual Meeting of the Association for Computational Linguistics127 citations Open access
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Shepherd: A Critic for Language Model Generation
Tian-Lu Wang, Ping Yu, Xiaoqing Tan, Sean O'Brien +6 more
2023arXiv.org123 citations Open access
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GO FIGURE: A Meta Evaluation of Factuality in Summarization
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi +1 more
2020Findings115 citations Open access
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Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, D. Wu +2 more
2018AAAI Conference on Artificial Intelligence99 citations Open access
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Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs
Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li +4 more
2021arXiv.org95 citations
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Discourse-Aware Neural Rewards for Coherent Text Generation
Antoine Bosselut, Asli Celikyilmaz, Xiao-Dong He, Jianfeng Gao +2 more
2018North American Chapter of the Association for Computational Linguistics84 citations Open access
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Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
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CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning
Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang +6 more
2021North American Chapter of the Association for Computational Linguistics74 citations Open access
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Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models
Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li +4 more
2023Conference of the European Chapter of the Association for Computational Linguistics71 citations Open access
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Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
Jiacheng Liu, Andrew Cohen, Ramakanth Pasunuru, Yejin Choi +2 more
202370 citations
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An Exploratory Study on Long Dialogue Summarization: What Works and What's Next
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang +5 more
2021Conference on Empirical Methods in Natural Language Processing68 citations Open access
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Understanding In-Context Learning via Supportive Pretraining Data
Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov +2 more
2023Annual Meeting of the Association for Computational Linguistics61 citations Open access
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Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models
Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Li-Qun Chen +3 more
2019Annual Meeting of the Association for Computational Linguistics58 citations Open access
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Efficient Tool Use with Chain-of-Abstraction Reasoning
Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Tan +6 more
2024International Conference on Computational Linguistics53 citations
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RMM: A Recursive Mental Model for Dialog Navigation
Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz +1 more
2020Findings53 citations Open access
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Deep Learning for Dialogue Systems
Yun-Nung (Vivian) Chen, Asli Celikyilmaz, Dilek Z. Hakkani-Tür
2018International Conference on Computational Linguistics53 citations
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EmailSum: Abstractive Email Thread Summarization
Shiyue Zhang, Asli Celikyilmaz, Jian-Feng Gao, Mohit Bansal
2021Annual Meeting of the Association for Computational Linguistics51 citations Open access
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RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment
Kevin Yang, D. Klein, Asli Celikyilmaz, Nanyun Peng +1 more
202348 citations
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Data Augmentation for Abstractive Query-Focused Multi-Document Summarization
Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong +3 more
2021AAAI Conference on Artificial Intelligence46 citations Open access
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Efficient Adaptation of Pretrained Transformers for Abstractive Summarization
Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi
2019arXiv.org45 citations
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Working Memory Graphs
Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan +1 more
2019International Conference on Machine Learning42 citations
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Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning
Melanie Sclar, Jane Yu, Maryam Fazel-Zarandi, Y. Tsvetkov +3 more
2024arXiv.org41 citations
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The ART of LLM Refinement: Ask, Refine, and Trust
Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang +5 more
2023North American Chapter of the Association for Computational Linguistics41 citations
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Vision-Language Navigation Policy Learning and Adaptation
X. Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao +4 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence35 citations
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Crystal: Introspective Reasoners Reinforced with Self-Feedback
Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi +1 more
2023Conference on Empirical Methods in Natural Language Processing34 citations Open access
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Contrastive Multi-document Question Generation
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz +4 more
2019Conference of the European Chapter of the Association for Computational Linguistics33 citations Open access
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ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov +6 more
2022Conference on Empirical Methods in Natural Language Processing29 citations Open access
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Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries
Xiangru Tang, Alexander R. Fabbri, Hao-Ran Li, Ziming Mao +5 more
2021North American Chapter of the Association for Computational Linguistics28 citations Open access
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A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks
Angela S. Lin, Sudha Rao, Asli Celikyilmaz, E. Nouri +3 more
2020Annual Meeting of the Association for Computational Linguistics28 citations Open access
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COMET: Commonsense Transformers for Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya +2 more
201928 citations
Semantic Scholar
Gender Biases in Automatic Evaluation Metrics for Image Captioning
Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz +1 more
2023Conference on Empirical Methods in Natural Language Processing26 citations Open access
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AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization
Ke-Ping Bi, Rahul Jha, B. Croft, Asli Celikyilmaz
2020Conference of the European Chapter of the Association for Computational Linguistics26 citations Open access
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