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Who cites Iulian Vlad Serban

1,816 citations of their works from 1,248 papers of our library (of the 140,884 whose bibliographies we read) · 103 with a page here, the most cited first · page 1 of 2 · 1–100 · ← Iulian Vlad Serban

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  1. Survey of Hallucination in Natural Language GenerationZiwei Ji, Nayeon Lee, Rita Frieske, et al.2022 · 5,947 citations
  2. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,925 citations
  3. SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsAlex Wang, Yada Pruksachatkun, Nikita Nangia, et al.2019 · 2,187 citations
  4. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,839 citations
  5. OPT: Open Pre-trained Transformer Language ModelsSusan Zhang, Stephen Roller, Naman Goyal, et al.2022 · 1,709 citations
  6. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,668 citations
  7. A Deep Reinforced Model for Abstractive SummarizationRomain Paulus, Caiming Xiong, Richard Socher2017 · 1,626 citations
  8. Deep Reinforcement Learning for Dialogue GenerationJiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,479 citations
  9. LaMDA: Language Models for Dialog ApplicationsRomal Thoppilan, Daniel De Freitas, Jamie Hall, et al.2022 · 1,314 citations
  10. A Comprehensive Overview of Large Language ModelsHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,286 citations
  11. Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,206 citations
  12. DailyDialog: A Manually Labelled Multi-turn Dialogue DatasetYanran Li, Hui Su, Xiaoyu Shen, et al.2017 · 1,195 citations
  13. Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,044 citations
  14. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 986 citations
  15. Challenges in Data-to-Document GenerationSam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 846 citations
  16. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
  17. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
  18. Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 813 citations
  19. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
  20. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
  21. DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationYizhe Zhang, Siqi Sun, Michel Galley, et al.2019 · 684 citations
  22. Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 680 citations
  23. Red Teaming Language Models with Language ModelsEthan Perez, Saffron Huang, Francis Song, et al.2022 · 665 citations
  24. Towards a Human-like Open-Domain ChatbotDaniel Adiwardana, Minh-Thang Luong, David R. So, et al.2020 · 573 citations
  25. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
  26. The Second Conversational Intelligence Challenge (ConvAI2)Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.2019 · 525 citations
  27. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchChris Hokamp, Qun Liu2017 · 520 citations
  28. A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesIulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, et al.2016 · 518 citations
  29. How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationChia-Wei Liu, Ryan Lowe, Iulian Serban, et al.2016 · 500 citations
  30. Neural Text Generation with Unlikelihood TrainingSean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 498 citations
  31. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 486 citations
  32. A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 456 citations
  33. Deep Keyphrase GenerationRui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 453 citations
  34. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
  35. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 418 citations
  36. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkXiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 408 citations
  37. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 406 citations
  38. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAndrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 401 citations
  39. Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
  40. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 382 citations
  41. What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 369 citations
  42. Exploring Neural Text Simplification ModelsSergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
  43. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 350 citations
  44. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
  45. Controlling Output Length in Neural Encoder-DecodersYuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 323 citations
  46. MoEL: Mixture of Empathetic ListenersZhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  47. Learning to Write with Cooperative DiscriminatorsAri Holtzman, Jan Buys, Maxwell Forbes, et al.2018 · 301 citations
  48. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 291 citations
  49. Exploiting Cross-Sentence Context for Neural Machine TranslationLongyue Wang, Zhaopeng Tu, Andy Way, et al.2017 · 291 citations
  50. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsEric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 288 citations
  51. Why We Need New Evaluation Metrics for NLGJekaterina Novikova, Ondřej Dušek, Amanda Cercas Curry, et al.2017 · 287 citations
  52. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationShikib Mehri, Maxine Eskenazi2020 · 283 citations
  53. MIME: MIMicking Emotions for Empathetic Response GenerationNavonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 277 citations
  54. Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsVarun Magesh, Faiz Surani, Matthew Dahl, et al.2024 · 267 citations
  55. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 266 citations
  56. Retrieve and Refine: Improved Sequence Generation Models For DialogueJason Weston, Emily Dinan, Alexander Miller2018 · 254 citations
  57. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsXueliang Zhao, Wei Wu, Can Xu, et al.2020 · 244 citations
  58. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
  59. MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersKrishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 243 citations
  60. Towards Exploiting Background Knowledge for Building Conversation SystemsNikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 238 citations
  61. OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of GeneralizationSrinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, et al.2022 · 237 citations
  62. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetLianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.2023 · 235 citations
  63. BlenderBot 3: a deployed conversational agent that continually learns to responsibly engageKurt Shuster, Jing Xu, Mojtaba Komeili, et al.2022 · 234 citations
  64. The Importance of Modeling Social Factors of Language: Theory and PracticeDirk Hovy, Diyi Yang2021 · 234 citations
  65. Unsupervised Evaluation of Interactive Dialog with DialoGPTShikib Mehri, Maxine Eskenazi2020 · 223 citations
  66. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingMargaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 214 citations
  67. Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsThomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, et al.2019 · 210 citations
  68. LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language ModelsYen-Ting Lin, Yun-Nung Chen2023 · 206 citations
  69. CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.2019 · 205 citations
  70. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 198 citations
  71. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringOr Honovich, Leshem Choshen, Roee Aharoni, et al.2021 · 195 citations
  72. MuTual: A Dataset for Multi-Turn Dialogue ReasoningLeyang Cui, Yu Wu, Shujie Liu, et al.2020 · 189 citations
  73. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 181 citations
  74. Two Tales of Persona in LLMs: A Survey of Role-Playing and PersonalizationYu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, et al.2024 · 177 citations
  75. Evaluating Large Language Models: A Comprehensive SurveyZishan Guo, Renren Jin, Chuang Liu, et al.2023 · 177 citations
  76. MediaSum: A Large-scale Media Interview Dataset for Dialogue SummarizationChenguang Zhu, Yang Liu, Jie Mei, et al.2021 · 176 citations
  77. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 169 citations
  78. “I'm sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor DatasetEric Michael Smith, Melissa Hall, Melanie Kambadur, et al.2022 · 165 citations
  79. Generation-Augmented Retrieval for Open-domain Question AnsweringYuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 150 citations
  80. GLUCOSE: GeneraLized and COntextualized Story ExplanationsNasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, et al.2020 · 144 citations
  81. From Persona to Personalization: A Survey on Role-Playing Language AgentsJiangjie Chen, Xintao Wang, Rui Xu, et al.2024 · 114 citations
  82. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a ParagraphZeyu Dai, Ruihong Huang2018 · 95 citations
  83. Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse RelationsChunkit Chan, Cheng Jiayang, Weiqi Wang, et al.2024 · 92 citations
  84. Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-ConsciousnessHyunwoo Kim, Byeongchang Kim, Gunhee Kim2020 · 82 citations
  85. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
  86. Dialogue Act Sequence Labeling using Hierarchical encoder with CRFHarshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, et al.2017 · 75 citations
  87. Coreference and Coherence in Neural Machine Translation: A Study Using Oracle ExperimentsDario Stojanovski, Alexander Fraser2018 · 46 citations
  88. One Model to Learn Both: Zero Pronoun Prediction and TranslationLongyue Wang, Zhaopeng Tu, Xing Wang, et al.2019 · 41 citations
  89. GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoningZilong Zheng, Shuwen Qiu, Lifeng Fan, et al.2021 · 36 citations
  90. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityPei Zhou, Hyundong Cho, Pegah Jandaghi, et al.2022 · 34 citations
  91. Findings of the WMT 2020 Shared Task on Chat TranslationM. Amin Farajian, António V. Lopes, André F. T. Martins, et al.2020 · 29 citations
  92. Exemplification Modeling: Can You Give Me an Example, Please?Edoardo Barba, Luigi Procopio, Caterina Lacerra2021 · 23 citations
  93. Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF ApproachShafiq Joty, Tasnim Mohiuddin2018 · 20 citations
  94. Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal SupervisionChuyuan Li, Chloé Braud, Maxime Amblard, et al.2024 · 12 citations
  95. Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based ApproachChuyuan Li, Yuwei Yin, Giuseppe Carenini2024 · 11 citations
  96. A Distance-Aware Multi-Task Framework for Conversational Discourse ParsingYaxin Fan, Peifeng Li, Fang Kong, et al.2022 · 11 citations
  97. Disentangling Indirect Answers to Yes-No Questions in Real ConversationsKrishna Sanagavarapu, Jathin Singaraju, Anusha Kakileti, et al.2022 · 11 citations
  98. Task-Aware Self-Supervised Framework for Dialogue Discourse ParsingWei Li, Luyao Zhu, Wei Shao, et al.2023 · 10 citations
  99. Speaker-Aware Discourse Parsing on Multi-Party DialoguesNan Yu, Guohong Fu, Min Zhang2022 · 10 citations
  100. Automatic Evaluate Dialogue Appropriateness by Using Dialogue ActBao Chen, Yuanjie Wang, Zeming Liu, et al.2023 · 6 citations

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