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Celikyilmaz, Asli

  1. Evaluation of Text Generation: A Survey
    2020/06/26 by Asli Celikyilmaz, Aslı Çelikyılmaz, Elizabeth Clark +4 · 1 voice · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  2. Chain-of-Verification Reduces Hallucination in Large Language Models
    2023/09/20 by Dhuliawala, Shehzaad, Komeili, Mojtaba, Xu, Jing +4 · 49 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
    2021/04/13 by Ming Zhong, Zhong, Ming, Da Yin +19 · 33 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  4. ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
    2022/12/15 by Olga Golovneva, Moya Chen, Golovneva, Olga +11 · 33 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  5. Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
    2018/11/25 by Wang, Xin, Huang, Qiuyuan, Celikyilmaz, Asli +5 · 21 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  6. Augmented Language Models: a Survey
    2023/02/15 by Grégoire Mialon, Mialon, Grégoire, Roberto Dessì +23 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. An Introduction to Vision-Language Modeling
    2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +79 · 39 citations
    Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  8. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
    2019/03/25 by Hao Fu, Chunyuan Li, Fu, Hao +9 · 19 citations
    Computer Science · #Algorithms and Data Compression #Machine Learning and Algorithms
  9. COMET: Commonsense Transformers for Automatic Knowledge Graph\n Construction
    2019/06/12 by Antoine Bosselut, Bosselut, Antoine, Hannah Rashkin +9 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Embodied AI Agents: Modeling the World
    2025/06/27 by Pascale Fung, Yoram Bachrach, Fung, Pascale +39 · 1 voice · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  11. How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN
    2021/11/18 by McCoy, R. Thomas, Smolensky, Paul, Linzen, Tal +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
    2023/10/23 by Saha, Swarnadeep, Levy, Omer, Celikyilmaz, Asli +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
    2023/10/08 by Chen, Howard, Pasunuru, Ramakanth, Weston, Jason +1 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
    2023/09/26 by Jiacheng Liu, Andrew Cohen, Liu, Jiacheng +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  15. A Review on Language Models as Knowledge Bases
    2022/04/12 by AlKhamissi, Badr, Li, Millicent, Celikyilmaz, Asli +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
    2022/12/22 by Iyer, Srinivasan, Lin, Xi Victoria, Pasunuru, Ramakanth +15 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment
    2023/07/24 by Yang, Kevin, Klein, Dan, Celikyilmaz, Asli +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
    2023/09/05 by Lili Yu, Bowen Shi, Yu, Lili +51 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  19. PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking
    2020/04/30 by Rashkin, Hannah, Celikyilmaz, Asli, Choi, Yejin +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Robust Navigation with Language Pretraining and Stochastic Sampling
    2019/09/05 by Xiujun Li, Li, Xiujun, Chunyuan Li +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. Shepherd: A Critic for Language Model Generation
    2023/08/08 by Tianlu Wang, Wang, Tianlu, Ping Yu +17 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  22. Efficient Tool Use with Chain-of-Abstraction Reasoning
    2024/01/30 by Silin Gao, Gao, Silin, Jane Dwivedi-Yu +17 · 6 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Business Process Modeling and Analysis
  23. RMM: A Recursive Mental Model for Dialog Navigation
    2020/05/02 by Homero Roman Roman, Roman, Homero Roman, Yonatan Bisk +7 · 3 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Speech and dialogue systems
  24. GO FIGURE: A Meta Evaluation of Factuality in Summarization
    2020/10/24 by Gabriel, Saadia, Celikyilmaz, Asli, Jha, Rahul +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Complementary Explanations for Effective In-Context Learning
    2022/11/25 by Ye, Xi, Iyer, Srinivasan, Celikyilmaz, Asli +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Associative Adversarial Networks
    2016/11/18 by Arici, Tarik, Celikyilmaz, Asli · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
    2017/04/10 by Baolin Peng, Peng, Baolin, Xiujun Li +11 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  28. Adaptive Decoding via Latent Preference Optimization
    2024/11/14 by Shehzaad Dhuliawala, Ilia Kulikov, Dhuliawala, Shehzaad +12 · 3 voices · 2 citations
    Computer Science · #Neural Networks and Applications #cs.CL
  29. Gender Biases in Automatic Evaluation Metrics for Image Captioning
    2023/05/24 by Haoyi Qiu, Zi-Yi Dou, Qiu, Haoyi +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Text Readability and Simplification
  30. EmailSum: Abstractive Email Thread Summarization
    2021/07/30 by Zhang, Shiyue, Celikyilmaz, Asli, Gao, Jianfeng +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs
    2021/11/26 by Hase, Peter, Diab, Mona, Celikyilmaz, Asli +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. The ART of LLM Refinement: Ask, Refine, and Trust
    2023/11/14 by Shridhar, Kumar, Sinha, Koustuv, Cohen, Andrew +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. PrefPalette: Personalized Preference Modeling with Latent Attributes
    2025/07/17 by Shuyue Stella Li, Melanie Sclar, Li, Shuyue Stella +20 · 2 voices · 4 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #cs.AI
  34. Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning
    2024/12/12 by Melanie Sclar, Sclar, Melanie, Jian Yu +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Understanding In-Context Learning via Supportive Pretraining Data
    2023/06/26 by Xiaochuang Han, Han, Xiaochuang, Daniel Simig +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  36. DOMINO: A Dual-System for Multi-step Visual Language Reasoning
    2023/10/04 by Peifang Wang, Olga Golovneva, Wang, Peifang +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  37. The Majority is not always right: RL training for solution aggregation
    2025/09/08 by Pranjal Aggarwal, Zhao, Wenting, Swarnadeep Saha +8 · 17 citations
    Decision Sciences · #Complex Systems and Decision Making
  38. Discourse-Aware Neural Rewards for Coherent Text Generation
    2018/05/10 by Bosselut, Antoine, Celikyilmaz, Asli, He, Xiaodong +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs
    2025/03/14 by Wu, Zhaofeng, Yasunaga, Michihiro, Cohen, Andrew +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Data Augmentation for Abstractive Query-Focused Multi-Document Summarization
    2021/03/02 by Pasunuru, Ramakanth, Celikyilmaz, Asli, Galley, Michel +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
    2021/12/15 by Cho, Hyundong, Sankar, Chinnadhurai, Lin, Christopher +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. ALERT: Adapting Language Models to Reasoning Tasks
    2022/12/16 by Yu, Ping, Wang, Tianlu, Golovneva, Olga +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos
    2025/03/28 by Yuxuan Li, Vijay Veerabadran, Li, Yuxuan +9 · 3 citations
    Computer Science · Psychology · #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #Emotion and Mood Recognition
  44. Crystal: Introspective Reasoners Reinforced with Self-Feedback
    2023/10/07 by Liu, Jiacheng, Pasunuru, Ramakanth, Hajishirzi, Hannaneh +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. PathFinder: Guided Search over Multi-Step Reasoning Paths
    2023/12/08 by Golovneva, Olga, O'Brien, Sean, Pasunuru, Ramakanth +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models
    2024/04/01 by Tuan, Yi-Lin, Chen, Xilun, Smith, Eric Michael +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Cognitive Foundations for Reasoning and Their Manifestation in LLMs
    2025/11/20 by Priyanka Kargupta, Shuyue Stella Li, Kargupta, Priyanka +23 · 1 voice · 3 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI