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Who cites Arthur D. Szlam

1,873 citations of their works from 1,469 papers of our library (of the 149,439 whose bibliographies we read) · 257 with a page here, the most cited first · page 1 of 3 · 1–100 · ← Arthur D. Szlam

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  1. A Comprehensive Survey on Graph Neural NetworksIEEE Transactions on Neural Networks and Learning SystemsZonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,312 citations
  2. Graph Attention NetworksarXiv:1710.10903Petar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 9,035 citations
  3. Semi-Supervised Classification with Graph Convolutional NetworksarXiv:1609.02907Thomas N. Kipf, Max Welling2016 · 9,023 citations
  4. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksarXiv:1511.06434Alec Radford, Luke Metz, Soumith Chintala2015 · 6,654 citations
  5. Survey of Hallucination in Natural Language GenerationACM Computing SurveysZiwei Ji, Nayeon Lee, Rita Frieske, et al.2022 · 5,974 citations
  6. Inductive Representation Learning on Large GraphsarXiv:1706.02216William L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,795 citations
  7. Neural Message Passing for Quantum ChemistryarXiv:1704.01212Justin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, et al.2017 · 3,793 citations
  8. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhilin Yang, Peng Qi, Saizheng Zhang, et al.2018 · 3,557 citations
  9. On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
  10. ReAct: Synergizing Reasoning and Acting in Language ModelsarXiv:2210.03629Shunyu Yao, Jeffrey Zhao, Dian Yu, et al.2022 · 2,591 citations
  11. Lost in the Middle: How Language Models Use Long ContextsTransactions of the Association for Computational Linguistics (TACL)Nelson F. Liu, Kevin Lin, John Hewitt, et al.2023 · 2,584 citations
  12. Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingarXiv:2205.11487Chitwan Saharia, William Chan, Saurabh Saxena, et al.2022 · 2,533 citations
  13. Generating Sentences from a Continuous SpaceConference on Computational Natural Language Learning (CoNLL)Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,435 citations
  14. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning ChallengearXiv:1803.05457Peter Clark, Isaac Cowhey, Oren Etzioni, et al.2018 · 2,394 citations
  15. Relational inductive biases, deep learning, and graph networksarXiv:1806.01261Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.2018 · 2,335 citations
  16. Toolformer: Language Models Can Teach Themselves to Use ToolsConference on Neural Information Processing Systems (NeurIPS)Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, et al.2023 · 2,065 citations
  17. Knowledge GraphsACM Computing SurveysAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,014 citations
  18. Convolutional Neural Networks on Graphs with Fast Localized Spectral FilteringConference on Neural Information Processing Systems (NeurIPS)Michael Defferrard, Xavier Bresson, Pierre Vandergheynst2016 · 1,861 citations
  19. On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Joshua Maynez, Shashi Narayan, Bernd Bohnet, et al.2020 · 1,857 citations
  20. Personalizing Dialogue Agents: I have a dog, do you have pets too?Annual Meeting of the Association for Computational Linguistics (ACL)Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,854 citations
  21. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
  22. OPT: Open Pre-trained Transformer Language ModelsarXiv:2205.01068Susan Zhang, Stephen Roller, Naman Goyal, et al.2022 · 1,755 citations
  23. Improved Techniques for Training GANsarXiv:1606.03498Tim Salimans, Ian Goodfellow, Wojciech Zaremba, et al.2016 · 1,558 citations
  24. LaMDA: Language Models for Dialog ApplicationsarXiv:2201.08239Romal Thoppilan, Daniel De Freitas, Jamie Hall, et al.2022 · 1,344 citations
  25. Adversarial NLI: A New Benchmark for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Adina Williams, Emily Dinan, et al.2020 · 1,296 citations
  26. A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,287 citations
  27. The Rise and Potential of Large Language Model Based Agents: A SurveyScience China Information SciencesZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,272 citations
  28. Recipes for Building an Open-Domain ChatbotConference of the European Chapter of the Association for Computational Linguistics (EACL)Stephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,214 citations
  29. DailyDialog: A Manually Labelled Multi-turn Dialogue DatasetarXiv:1710.03957Yanran Li, Hui Su, Xiaoyu Shen, et al.2017 · 1,206 citations
  30. Bias and Fairness in Large Language Models: A SurveyComputational LinguisticsIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,082 citations
  31. Wizard of Wikipedia: Knowledge-Powered Conversational agentsarXiv:1811.01241Emily Dinan, Stephen Roller, Kurt Shuster, et al.2018 · 1,067 citations
  32. Adversarial Learning for Neural Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,063 citations
  33. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Wenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,010 citations
  34. Convolutional Networks on Graphs for Learning Molecular FingerprintsarXiv:1509.09292David Duvenaud, Dougal Maclaurin, Jorge Aguilera-Iparraguirre, et al.2015 · 993 citations
  35. A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityarXiv:2302.04023Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, et al.2023 · 882 citations
  36. DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationConference on Empirical Methods in Natural Language Processing (EMNLP)Deepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 853 citations
  37. CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model SocietyConference on Neural Information Processing Systems (NeurIPS)Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, et al.2023 · 706 citations
  38. SPECTER: Document-level Representation Learning using Citation-informed TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Arman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 697 citations
  39. DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationarXiv:1911.00536Yizhe Zhang, Siqi Sun, Michel Galley, et al.2019 · 696 citations
  40. Cross-lingual Knowledge Graph Alignment via Graph Convolutional NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Zhichun Wang, Qingsong Lv, Xiaohan Lan, et al.2018 · 685 citations
  41. Atlas: Few-shot Learning with Retrieval Augmented Language ModelsarXiv:2208.03299Gautier Izacard, Patrick Lewis, Maria Lomeli, et al.2022 · 673 citations
  42. A simple neural network module for relational reasoningarXiv:1706.01427Adam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 632 citations
  43. Towards a Human-like Open-Domain ChatbotarXiv:2001.09977Daniel Adiwardana, Minh-Thang Luong, David R. So, et al.2020 · 592 citations
  44. Gorilla: Large Language Model Connected with Massive APIsConference on Neural Information Processing Systems (NeurIPS)Shishir G. Patil, Tianjun Zhang, Xin Wang, et al.2023 · 546 citations
  45. Unleashing the potential of prompt engineering for large language modelsarXiv:2310.14735 · Patterns 6(6) 101,260 (2025)Banghao Chen, Zhaofeng Zhang, Nicolas Langrene, et al.2023 · 536 citations
  46. The Second Conversational Intelligence Challenge (ConvAI2)arXiv:1902.00098Emily Dinan, Varvara Logacheva, Valentin Malykh, et al.2019 · 530 citations
  47. Neural Text Generation with Unlikelihood TrainingarXiv:1908.04319Sean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 513 citations
  48. Enabling Large Language Models to Generate Text with CitationsConference on Empirical Methods in Natural Language Processing (EMNLP)Tianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 485 citations
  49. Graph-to-Sequence Learning using Gated Graph Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 459 citations
  50. OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Seungwhan Moon, Pararth Shah, Anuj Kumar, et al.2019 · 449 citations
  51. AgentBench: Evaluating LLMs as AgentsarXiv:2308.03688Xiao Liu, Hao Yu, Hanchen Zhang, et al.2023 · 432 citations
  52. Deal or No Deal? End-to-End Learning of Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Mike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 423 citations
  53. WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsConference on Neural Information Processing Systems (NeurIPS)Shunyu Yao, Howard Chen, John Yang, et al.2022 · 420 citations
  54. Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, et al.2023 · 403 citations
  55. Retrieval Augmentation Reduces Hallucination in ConversationarXiv:2104.07567Kurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 392 citations
  56. Dialogue Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Sean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 385 citations
  57. Query Rewriting in Retrieval-Augmented Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 384 citations
  58. Tool Learning with Foundation ModelsACM Computing SurveysYujia Qin, Shengding Hu, Yankai Lin, et al.2023 · 383 citations
  59. What makes a good conversation? How controllable attributes affect human judgmentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Abigail See, Stephen Roller, Douwe Kiela, et al.2019 · 374 citations
  60. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodAnnual Meeting of the Association for Computational Linguistics (ACL)Xuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 373 citations
  61. Augmented Language Models: a SurveyarXiv:2302.07842Grégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 369 citations
  62. The GEM Benchmark: Natural Language Generation, its Evaluation and MetricsWorkshop on Generation, Evaluation and Metrics (GEM)Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, et al.2021 · 369 citations
  63. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackarXiv:2302.12813Baolin Peng, Michel Galley, Pengcheng He, et al.2023 · 363 citations
  64. Improving alignment of dialogue agents via targeted human judgementsarXiv:2209.14375Amelia Glaese, Nat McAleese, Maja Trębacz, et al.2022 · 362 citations
  65. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chi Sun, Luyao Huang, Xipeng Qiu2019 · 359 citations
  66. Internet-Augmented Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Mojtaba Komeili, Kurt Shuster, Jason Weston2022 · 354 citations
  67. Large Language Models for Information Retrieval: A SurveyACM Transactions on Information SystemsYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen2023 · 339 citations
  68. TextWorld: A Learning Environment for Text-based GamesCommunications in computer and information scienceMarc-Alexandre Cote, Akos Kadar, Xingdi Yuan, et al.2018 · 339 citations
  69. Training Millions of Personalized Dialogue AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, et al.2018 · 336 citations
  70. The Next Decade in AI: Four Steps Towards Robust Artificial IntelligencearXiv:2002.06177Gary Marcus2020 · 332 citations
  71. Retrieval-Augmented Generation for AI-Generated Content: A SurveyarXiv:2402.19473Penghao Zhao, Hailin Zhang, Qinhan Yu, et al.2024 · 301 citations
  72. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 301 citations
  73. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings of the Association for Computational LinguisticsYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
  74. MoEL: Mixture of Empathetic ListenersConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  75. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 295 citations
  76. Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend SkillsAnnual Meeting of the Association for Computational Linguistics (ACL)Eric Michael Smith, Mary Williamson, Kurt Shuster, et al.2020 · 289 citations
  77. USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Shikib Mehri, Maxine Eskenazi2020 · 286 citations
  78. MIME: MIMicking Emotions for Empathetic Response GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Navonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 278 citations
  79. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Dinan, Angela Fan, Adina Williams, et al.2020 · 270 citations
  80. Towards Debiasing Sentence RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 262 citations
  81. Retrieve and Refine: Improved Sequence Generation Models For DialogueProceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AIJason Weston, Emily Dinan, Alexander Miller2018 · 259 citations
  82. CorefQA: Coreference Resolution as Query-based Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Fei Wang, Arianna Yuan, et al.2020 · 256 citations
  83. Personality Traits in Large Language ModelsarXiv:2307.00184Greg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.2023 · 252 citations
  84. MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersarXiv:2102.01454Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 251 citations
  85. LaMP: When Large Language Models Meet PersonalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Alireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 246 citations
  86. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xueliang Zhao, Wei Wu, Can Xu, et al.2020 · 246 citations
  87. Personalizing Dialogue Agents via Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, et al.2019 · 246 citations
  88. OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of GeneralizationarXiv:2212.12017Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, et al.2022 · 244 citations
  89. Towards Exploiting Background Knowledge for Building Conversation SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Nikita Moghe, Siddhartha Arora, Suman Banerjee, et al.2018 · 244 citations
  90. Learning to Speak and Act in a Fantasy Text Adventure GamearXiv:1903.03094Jack Urbanek, Angela Fan, Siddharth Karamcheti, et al.2019 · 243 citations
  91. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetarXiv:2309.11998Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.2023 · 242 citations
  92. BlenderBot 3: a deployed conversational agent that continually learns to responsibly engagearXiv:2208.03188Kurt Shuster, Jing Xu, Mojtaba Komeili, et al.2022 · 241 citations
  93. The Importance of Modeling Social Factors of Language: Theory and PracticeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dirk Hovy, Diyi Yang2021 · 238 citations
  94. Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 235 citations
  95. GAIA: a benchmark for General AI AssistantsarXiv:2311.12983Gregoire Mialon, Clementine Fourrier, Craig Swift, et al.2023 · 232 citations
  96. End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2Annual Meeting of the Association for Computational Linguistics (ACL)Donghoon Ham, Jeong-Gwan Lee, Youngsoo Jang, et al.2020 · 230 citations
  97. Towards Conversational Recommendation over Multi-Type DialogsAnnual Meeting of the Association for Computational Linguistics (ACL)Zeming Liu, Haifeng Wang, Zheng-Yu Niu, et al.2020 · 230 citations
  98. Unsupervised Evaluation of Interactive Dialog with DialoGPTAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Shikib Mehri, Maxine Eskenazi2020 · 224 citations
  99. Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Margaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 217 citations
  100. You Impress Me: Dialogue Generation via Mutual Persona PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Liu, Yihong Chen, Bei Chen, et al.2020 · 215 citations

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