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🖥️ Computer Science

9,085 papers · page 17 of 92 · 1526–1625 · the most cited first · all shelves

Artificial intelligence, language technology, vision, systems, networks, software and the theory of computing.

 Papers (9,085)

1 … 10 … 16 17 18 19 20 … 92

  1. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 400 citations
  2. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 400 citations
  3. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  4. Massively Multilingual Word EmbeddingsWaleed Ammar, George Mulcaire, Yulia Tsvetkov, et al.2016 · 400 citations
  5. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
  6. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPUYing Sheng, Lianmin Zheng, Binhang Yuan, et al.2023 · 399 citations
  7. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 399 citations
  8. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 399 citations
  9. DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-CorrectionMohammadreza Pourreza, Davood Rafiei2023 · 398 citations
  10. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie Pavlick2022 · 398 citations
  11. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 398 citations
  12. LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
  13. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 398 citations
  14. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 398 citations
  15. UMBC_EBIQUITY-CORE: Semantic Textual Similarity SystemsLushan Han, Abhay L. Kashyap, Tim Finin, et al.2013 · 398 citations
  16. Mixture-Model Adaptation for SMTGeorge Foster, Roland Kuhn2007 · 398 citations
  17. Automatic Prompt Optimization with “Gradient Descent” and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.2023 · 397 citations
  18. Flow Matching for Generative ModelingYaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, et al.2022 · 397 citations
  19. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 397 citations
  20. Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment ClassificationHao Tang, Donghong Ji, Chenliang Li, et al.2020 · 397 citations
  21. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningJian Liu, Leyang Cui, Hanmeng Liu, et al.2020 · 397 citations
  22. Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 397 citations
  23. Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, et al.2023 · 396 citations
  24. A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
  25. Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation TechniquesStefan Riezler, Tracy H. King, Ronald M. Kaplan, et al.2002 · 396 citations
  26. Okapi at TREC-3Stephen E. Robertson, Steve Walker, Susan Jones, et al.1994 · 396 citations
  27. Using cognates to align sentences in bilingual corporaMichel Simard, George F. Foster, Pierre Isabelle1992 · 396 citations
  28. A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisQingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 395 citations
  29. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsWilliam Yang Wang, Diyi Yang2015 · 395 citations
  30. Gender Bias in Neural Natural Language ProcessingKaiji Lu, Piotr Mardziel, Fangjing Wu, et al.2018 · 394 citations
  31. URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectorsPatrick Littell, David R. Mortensen, Ke Lin, et al.2017 · 394 citations
  32. Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
  33. Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
  34. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  35. Identifying Word Translations in Non-Parallel TextsReinhard Rapp1995 · 394 citations
  36. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
  37. Whose Opinions Do Language Models Reflect?Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al.2023 · 392 citations
  38. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
  39. Sentence Simplification by Monolingual Machine TranslationSander Wubben, Antal van den Bosch, Emiel Krahmer2012 · 392 citations
  40. Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language TasksRion Snow, Brendan O'Connor, Daniel Jurafsky, et al.2008 · 392 citations
  41. The Parallel Grammar ProjectMiriam Butt, Helge Dyvik, Tracy Holloway King, et al.2002 · 392 citations
  42. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsElad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 391 citations
  43. Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
  44. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 391 citations
  45. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 391 citations
  46. Tuning as RankingMark Hopkins, Jonathan May2011 · 391 citations
  47. The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina-Anne Levow2006 · 391 citations
  48. Large Language Models as OptimizersChengrun Yang, Xuezhi Wang, Yifeng Lu, et al.2023 · 390 citations
  49. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question AnsweringZhou Yu, Dejing Xu, Jun Yu, et al.2019 · 390 citations
  50. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningJustin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 390 citations
  51. Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental HealthTim Althoff, Kevin Clark, Jure Leskovec2016 · 390 citations
  52. Inside-Outside Reestimation From Partially Bracketed CorporaFernando Pereira, Yves Schabes1992 · 390 citations
  53. BPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
  54. Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 389 citations
  55. METEOR: An Automatic Metric for MT Evaluation with High Levels of Correlation with Human JudgmentsAlon Lavie, Abhaya Agarwal2007 · 389 citations
  56. Parsing the WSJ Using CCG and Log-Linear ModelsStephen Clark, James R. Curran2004 · 388 citations
  57. WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsShunyu Yao, Howard Chen, John Yang, et al.2022 · 387 citations
  58. Deep Semantic Role Labeling with Self-AttentionZhixing Tan, Mingxuan Wang, Jun Xie, et al.2017 · 387 citations
  59. Multi30K: Multilingual English-German Image DescriptionsDesmond Elliott, Stella Frank, Khalil Sima'an, et al.2016 · 387 citations
  60. Immediate-Head Parsing for Language ModelsEugene Charniak2001 · 387 citations
  61. RULER: What's the Real Context Size of Your Long-Context Language Models?Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, et al.2024 · 386 citations
  62. Representation Engineering: A Top-Down Approach to AI TransparencyAndy Zou, Long Phan, Sarah Chen, et al.2023 · 386 citations
  63. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 386 citations
  64. Beam Search Strategies for Neural Machine TranslationMarkus Freitag, Yaser Al-Onaizan2017 · 386 citations
  65. CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 385 citations
  66. Gender and Representation Bias in GPT-3 Generated StoriesLi Lucy, David Bamman2021 · 385 citations
  67. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  68. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, et al.2019 · 385 citations
  69. Discourse-Aware Neural Extractive Text SummarizationJiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
  70. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  71. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsDinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 385 citations
  72. Truth Is a Lie: Crowd Truth and the Seven Myths of Human AnnotationLora M. Aroyo, Chris Welty2015 · 385 citations
  73. Automatic Extraction of Subcategorization from CorporaTed Briscoe, John Carroll1997 · 385 citations
  74. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  75. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingHangbo Bao, Li Dong, Furu Wei, et al.2020 · 384 citations
  76. Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 384 citations
  77. Enhancing Chat Language Models by Scaling High-quality Instructional ConversationsNing Ding, Yulin Chen, Bokai Xu, et al.2023 · 383 citations
  78. Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
  79. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 383 citations
  80. A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language ModelLibin Shen, Jinxi Xu, Ralph Weischedel2008 · 383 citations
  81. Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 382 citations
  82. English Conversational Telephone Speech Recognition by Humans and MachinesGeorge Saon, Gakuto Kurata, Tom Sercu, et al.2017 · 382 citations
  83. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
  84. Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 382 citations
  85. Learning from Bullying Traces in Social MediaJun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, et al.2012 · 382 citations
  86. Tokenization as the Initial Phase in NLPJonathan J. Webster, Chunyu Kit1992 · 382 citations
  87. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  88. Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexitySoyeong Jeong, Jinheon Baek, Sukmin Cho, et al.2024 · 381 citations
  89. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyZhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 381 citations
  90. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 381 citations
  91. PyTorch Distributed: Experiences on Accelerating Data Parallel TrainingShen Li, Yanli Zhao, Rohan Varma, et al.2020 · 381 citations
  92. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 381 citations
  93. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 380 citations
  94. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 380 citations
  95. Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 380 citations
  96. A fully Bayesian approach to unsupervised part-of-speech taggingSharon Goldwater, Tom Griffiths2007 · 380 citations
  97. A Joint Source-Channel Model for Machine TransliterationHaizhou Li, Min Zhang, Jian Su2004 · 380 citations
  98. Tulu 3: Pushing Frontiers in Open Language Model Post-TrainingNathan Lambert, Jacob Morrison, Valentina Pyatkin, et al.2024 · 379 citations
  99. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 379 citations
  100. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations

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