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Who cites Alex J. Smola

1,869 citations of their works from 1,810 papers of our library (of the 149,439 whose bibliographies we read) · 253 with a page here, the most cited first · page 1 of 3 · 1–100 · ← Alex J. Smola

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  1. Hierarchical Attention Networks for Document ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,436 citations
  2. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,263 citations
  3. A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,875 citations
  4. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?arXiv:1703.04977Alex Kendall, Yarin Gal2017 · 2,870 citations
  5. Visual Instruction TuningarXiv:2304.08485Haotian Liu, Chunyuan Li, Qingyang Wu, et al.2023 · 2,617 citations
  6. OpenNMT: Open-Source Toolkit for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,475 citations
  7. Relational inductive biases, deep learning, and graph networksarXiv:1806.01261Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.2018 · 2,335 citations
  8. Reading Wikipedia to Answer Open-Domain QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,283 citations
  9. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringIEEE Computer Society Conference on Computer Vision and Pattern RecognitionDrew A. Hudson, Christopher D. Manning2019 · 2,078 citations
  10. Bidirectional Attention Flow for Machine ComprehensionarXiv:1611.01603Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, et al.2016 · 1,988 citations
  11. VisualBERT: A Simple and Performant Baseline for Vision and LanguagearXiv:1908.03557Liunian Harold Li, Mark Yatskar, Da Yin, et al.2019 · 1,568 citations
  12. Efficient Transformers: A SurveyACM Computing SurveysYi Tay, Mostafa Dehghani, Dara Bahri, et al.2020 · 1,539 citations
  13. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environmentsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionPeter Anderson, Qi Wu, Damien Teney, et al.2017 · 1,414 citations
  14. 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
  15. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringInternational Journal of Computer VisionYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,281 citations
  16. FastText.zip: Compressing text classification modelsarXiv:1612.03651Armand Joulin, Edouard Grave, Piotr Bojanowski, et al.2016 · 1,219 citations
  17. Aspect Level Sentiment Classification with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Duyu Tang, Bing Qin, Ting Liu2016 · 1,197 citations
  18. The Risk of Racial Bias in Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Maarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,164 citations
  19. Very Deep Convolutional Networks for Text ClassificationConference of the European Chapter of the Association for Computational Linguistics (EACL)Alexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,094 citations
  20. 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
  21. A Survey on In-context LearningarXiv:2301.00234Qingxiu Dong, Lei Li, Damai Dai, et al.2023 · 978 citations
  22. Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL)Sofia Serrano, Noah A. Smith2019 · 899 citations
  23. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Conference on Empirical Methods in Natural Language Processing (EMNLP)Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 828 citations
  24. Finding Deceptive Opinion Spam by Any Stretch of the ImaginationAnnual Meeting of the Association for Computational Linguistics (ACL)Myle Ott, Yejin Choi, Claire Cardie, et al.2011 · 813 citations
  25. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingarXiv:1506.07285Ankit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 801 citations
  26. Towards Reasoning in Large Language Models: A SurveyFindings of the Association for Computational LinguisticsJie Huang, Kevin Chen-Chuan Chang2023 · 780 citations
  27. Explainable Prediction of Medical Codes from Clinical TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 720 citations
  28. 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
  29. Effective LSTMs for Target-Dependent Sentiment ClassificationInternational Conference on Computational Linguistics (COLING)Duyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 697 citations
  30. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 655 citations
  31. Encouraging Divergent Thinking in Large Language Models through Multi-Agent DebateConference on Empirical Methods in Natural Language Processing (EMNLP)Tian Liang, Zhiwei He, Wenxiang Jiao, et al.2023 · 651 citations
  32. A simple neural network module for relational reasoningarXiv:1706.01427Adam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 632 citations
  33. Advances in Pre-Training Distributed Word RepresentationsLanguage Resources and Evaluation Conference (LREC)Tomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 628 citations
  34. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmConference on Empirical Methods in Natural Language Processing (EMNLP)Bjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 621 citations
  35. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisInternational Workshop on Semantic Evaluation (SemEval)Christos Baziotis, Nikos Pelekis, Christos Doulkeridis2017 · 588 citations
  36. AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsFindings of the Association for Computational LinguisticsWanjun Zhong, Ruixiang Cui, Yiduo Guo, et al.2024 · 575 citations
  37. Large Language Models Can Self-ImproveConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 575 citations
  38. Learning to Compose Neural Networks for Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 573 citations
  39. MIND: A Large-scale Dataset for News RecommendationAnnual Meeting of the Association for Computational Linguistics (ACL)Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 564 citations
  40. Neural Legal Judgment Prediction in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 559 citations
  41. 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
  42. Rethinking Attention with PerformersarXiv:2009.14794Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, et al.2020 · 491 citations
  43. Joint Embedding of Words and Labels for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Guoyin Wang, Chunyuan Li, Wenlin Wang, et al.2018 · 465 citations
  44. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningarXiv:1612.06890Justin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 464 citations
  45. 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
  46. Modeling Joint Entity and Relation Extraction with Table RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP)Makoto Miwa, Yutaka Sasaki2014 · 447 citations
  47. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 440 citations
  48. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaao Chen, Zichao Yang, Diyi Yang2020 · 417 citations
  49. Document-Level Neural Machine Translation with Hierarchical Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 415 citations
  50. How to Fine-Tune BERT for Text Classification?arXiv:1905.05583Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 407 citations
  51. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionConference on Neural Information Processing Systems (NeurIPS)Mohammadreza Pourreza, Davood Rafiei2023 · 401 citations
  52. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 401 citations
  53. FiLM: Visual Reasoning with a General Conditioning LayerarXiv:1709.07871Ethan Perez, Florian Strub, Harm de Vries, et al.2017 · 400 citations
  54. LongT5: Efficient Text-To-Text Transformer for Long SequencesFindings of the Association for Computational LinguisticsMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 399 citations
  55. ETC: Encoding Long and Structured Inputs in TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 386 citations
  56. 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
  57. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and ApplicationsarXiv:2402.07927Pranab Sahoo; Ayush Kumar Singh; Sriparna Saha; Vinija Jain; Samrat Mondal;, Aman Chadha2024 · 375 citations
  58. Augmented Language Models: a SurveyarXiv:2302.07842Grégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 369 citations
  59. Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringConference on Computational Natural Language Learning (CoNLL)Fei Dong, Yue Zhang, Jie Yang2017 · 365 citations
  60. Visual Attention Model for Name Tagging in Multimodal Social MediaAnnual Meeting of the Association for Computational Linguistics (ACL)Di Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 361 citations
  61. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionConference on Machine Translation: Shared Task PapersLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 357 citations
  62. SemEval-2019 Task 4: Hyperpartisan News DetectionInternational Workshop on Semantic Evaluation (SemEval)Johannes Kiesel, Maria Mestre, Rishabh Shukla, et al.2019 · 338 citations
  63. LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionarXiv:2303.16199Renrui Zhang, Jiaming Han, Chris Liu, et al.2023 · 333 citations
  64. Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsarXiv:2303.04671Chenfei Wu, Shengming Yin, Weizhen Qi, et al.2023 · 328 citations
  65. Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Pan Lu, Baolin Peng, Hao Cheng, et al.2023 · 327 citations
  66. The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)arXiv:2309.17421Zhengyuan Yang, Linjie Li, Kevin Lin, et al.2023 · 311 citations
  67. Multimodal Chain-of-Thought Reasoning in Language ModelsarXiv:2302.00923Zhuosheng Zhang, Aston Zhang, Mu Li, et al.2023 · 308 citations
  68. Large Language Models are Better Reasoners with Self-VerificationFindings of the Association for Computational LinguisticsYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 304 citations
  69. Retrieval-Augmented Generation for AI-Generated Content: A SurveyarXiv:2402.19473Penghao Zhao, Hailin Zhang, Qinhan Yu, et al.2024 · 301 citations
  70. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 301 citations
  71. Challenges for Toxic Comment Classification: An In-Depth Error AnalysisWorkshop on Abusive Language OnlineBetty van Aken, Julian Risch, Ralf Krestel, et al.2018 · 301 citations
  72. Text Classification via Large Language ModelsFindings of the Association for Computational LinguisticsXiaofei Sun, Xiaoya Li, Jiwei Li, et al.2023 · 292 citations
  73. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online PostingsProceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to ClinicHan-Chin Shing, Suraj Nair, Ayah Zirikly, et al.2018 · 290 citations
  74. DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesarXiv:2310.03714Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 285 citations
  75. Text Classification Using Label Names Only: A Language Model Self-Training ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  76. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersAnnual Meeting of the Association for Computational Linguistics (ACL)Boshi Wang, Sewon Min, Xiang Deng, et al.2023 · 272 citations
  77. Selective Attention for Context-aware Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
  78. Distinguish Confusing Law Articles for Legal Judgment PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Nuo Xu, Pinghui Wang, Long Chen, et al.2020 · 258 citations
  79. The Multilingual Amazon Reviews CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Phillip Keung, Yichao Lu, György Szarvas, et al.2020 · 257 citations
  80. ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, et al.2021 · 251 citations
  81. Reasoning with Sarcasm by Reading In-BetweenAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 248 citations
  82. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Anthony Rios, Ramakanth Kavuluru2018 · 246 citations
  83. Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive SurveyarXiv:2403.14608Zeyu Han, Chao Gao, Jinyang Liu, et al.2024 · 240 citations
  84. 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
  85. TrustLLM: Trustworthiness in Large Language ModelsarXiv:2401.05561Yue Huang, Lichao Sun, Haoran Wang, et al.2024 · 237 citations
  86. Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' AlignmentarXiv:2308.05374Yang Liu; Yuanshun Yao; Jean-Francois Ton; Xiaoying Zhang; Ruocheng Guo; Hao Cheng; Yegor Klochkov; Muhammad Faaiz Taufiq;, Hang Li2023 · 223 citations
  87. Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLParXiv:2212.14024Omar Khattab, Keshav Santhanam, Xiang Lisa Li, et al.2022 · 222 citations
  88. Few-Shot Charge Prediction with Discriminative Legal AttributesInternational Conference on Computational Linguistics (COLING)Zikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
  89. Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!Findings of the Association for Computational LinguisticsYubo Ma, Yixin Cao, Yong Hong, et al.2023 · 212 citations
  90. Shikra: Unleashing Multimodal LLM's Referential Dialogue MagicarXiv:2306.15195Keqin Chen, Zhao Zhang, Weili Zeng, et al.2023 · 210 citations
  91. Exploring Human-Like Translation Strategy with Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Zhiwei He, Tian Liang, Wenxiang Jiao, et al.2024 · 207 citations
  92. Aligning Large Language Models with Human: A SurveyarXiv:2307.12966Yufei Wang, Wanjun Zhong, Liangyou Li, et al.2023 · 202 citations
  93. Denoising Distantly Supervised Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Yankai Lin, Haozhe Ji, Zhiyuan Liu, et al.2018 · 199 citations
  94. Supervised and Unsupervised Neural Approaches to Text ReadabilityComputational LinguisticsMatej Martinc, Senja Pollak, Marko Robnik-Šikonja2021 · 190 citations
  95. The Prompt Report: A Systematic Survey of Prompt Engineering TechniquesarXiv:2406.06608Sander Schulhoff, Michael Ilie, Nishant Balepur, et al.2024 · 189 citations
  96. Data-to-text Generation with Entity ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Ratish Puduppully, Li Dong, Mirella Lapata2019 · 181 citations
  97. Neural Discourse Structure for Text CategorizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfeng Ji, Noah A. Smith2017 · 181 citations
  98. Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language ModelsScience China Information SciencesQiguang Chen, Libo Qin, Jinhao Liu, et al.2025 · 176 citations
  99. Promptbreeder: Self-Referential Self-Improvement Via Prompt EvolutionarXiv:2309.16797Chrisantha Fernando, Dylan Banarse, Henryk Michalewski, et al.2023 · 174 citations
  100. Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tiancheng Zhao, Kaige Xie, Maxine Eskenazi2019 · 169 citations

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