🎓 Works of Cornell University

68 works · the most cited first · ← Cornell University

1. Authoritative Sources in a Hyperlinked EnvironmentJon M. Kleinberg1999 · 9,089 citations
2. Thumbs up? Sentiment Classification using Machine Learning TechniquesBo Pang, Lillian Lee, Shivakumar Vaithyanathan2002 · 7,756 citations
3. Microsoft COCO: Common Objects in ContextTsung-Yi Lin, Michael Maire, Serge Belongie, et al.2014 · 4,529 citations
4. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3,842 citations
5. Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating ScalesBo Pang, Lillian Lee2005 · 2,722 citations
6. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,700 citations
7. TVM: An Automated End-to-End Optimizing Compiler for Deep LearningTianqi Chen, Thierry Moreau, Ziheng Jiang, et al.2018 · 1,371 citations
8. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
9. Automated Hate Speech Detection and the Problem of Offensive LanguageThomas Davidson, Dana Warmsley, Michael Macy, et al.2017 · 1,007 citations
10. Improving Machine Learning Approaches to Coreference ResolutionVincent Ng, Claire Cardie2002 · 923 citations
11. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
12. Finding Deceptive Opinion Spam by Any Stretch of the ImaginationMyle Ott, Yejin Choi, Claire Cardie, et al.2011 · 806 citations
13. SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 783 citations
14. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi2018 · 778 citations
15. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
16. Evaluation methods for unsupervised word embeddingsTobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 669 citations
17. Measures of Distributional SimilarityLillian Lee1999 · 654 citations
18. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
19. Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence AlignmentRegina Barzilay, Lillian Lee2003 · 622 citations
20. Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire Cardie2020 · 602 citations
21. Racial Bias in Hate Speech and Abusive Language Detection DatasetsThomas Davidson, Debasmita Bhattacharya, Ingmar Weber2019 · 577 citations
22. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodeNaman Jain, King Han, Alex Gu, et al.2024 · 540 citations
23. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
24. Measuring Coding Challenge Competence With APPSDan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 438 citations
25. Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.2019 · 416 citations
26. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
27. Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 361 citations
28. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
29. Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 355 citations
30. Averaging Weights Leads to Wider Optima and Better GeneralizationPavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, et al.2018 · 355 citations
31. FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 350 citations
32. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 331 citations
33. Entailment above the word level in distributional semanticsMarco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.2012 · 318 citations
34. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 315 citations
35. Get out the vote: Determining support or opposition from Congressional floor-debate transcriptsMatt Thomas, Bo Pang, Lillian Lee2006 · 307 citations
36. Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New SentencesBo Pang, Kevin Knight, Daniel Marcu2003 · 289 citations
37. Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online PostingsHan-Chin Shing, Suraj Nair, Ayah Zirikly, et al.2018 · 288 citations
38. Sentence Alignment for Monolingual Comparable CorporaRegina Barzilay, Noemie Elhadad2003 · 280 citations
39. WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 272 citations
40. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesTao Yu, Rui Zhang, Heyang Er, et al.2019 · 261 citations
41. Conversations Gone Awry: Detecting Early Signs of Conversational FailureJustine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 250 citations
42. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
43. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
44. Membership Inference Attacks against Machine Learning ModelsReza Shokri, Marco Stronati, Congzheng Song, et al.2016 · 232 citations
45. For the sake of simplicity: Unsupervised extraction of lexical simplifications from WikipediaMark Yatskar, Bo Pang, Cristian Danescu-Niculescu-Mizil, et al.2010 · 209 citations
46. Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-ArtVeselin Stoyanov, Nathan Gilbert, Claire Cardie, et al.2009 · 199 citations
47. Scalable Extraction of Training Data from (Production) Language ModelsMilad Nasr, Nicholas Carlini, Jonathan Hayase, et al.2023 · 197 citations
48. Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal ProofsAlbert Q. Jiang, Sean Welleck, Jin Peng Zhou, et al.2022 · 175 citations
49. DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextJinyan Su, Terry Zhuo, Di Wang, et al.2023 · 172 citations
50. Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationRajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.2022 · 166 citations
51. Improving Implicit Discourse Relation Recognition Through Feature Set OptimizationJoonsuk Park, Claire Cardie2012 · 165 citations
52. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
53. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 145 citations
54. ConvoKit: A Toolkit for the Analysis of ConversationsJonathan P. Chang, Caleb Chiam, Liye Fu, et al.2020 · 137 citations
55. Nomic Embed: Training a Reproducible Long Context Text EmbedderZach Nussbaum, John X. Morris, Brandon Duderstadt, et al.2024 · 123 citations
56. Coreference Resolution with ReconcileVeselin Stoyanov, Claire Cardie, Nathan Gilbert, et al.2010 · 114 citations
57. Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule LearningVeselin Stoyanov, Claire Cardie2006 · 90 citations
58. Learning Noun Phrase Anaphoricity to Improve Conference Resolution: Issues in Representation and OptimizationVincent Ng2004 · 72 citations
59. Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference RulesVincent Ng, Claire Cardie2002 · 66 citations
60. A preference semantics for imperativesWilliam B Starr2020 · 55 citations
61. Bootstrapping Coreference Classifiers with Multiple Machine Learning AlgorithmsVincent Ng, Claire Cardie2003 · 47 citations
62. Facilitating the Communication of Politeness through Fine-Grained ParaphrasingLiye Fu, Susan Fussell, Cristian Danescu-Niculescu-Mizil2020 · 39 citations
63. The Role of Pragmatic and Discourse Context in Determining Argument ImpactEsin Durmus, Faisal Ladhak, Claire Cardie2019 · 24 citations
64. Semantic Role Labeling as Syntactic Dependency ParsingTianze Shi, Igor Malioutov, Ozan Irsoy2020 · 24 citations
65. [Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMsRebecca Hicke, David Mimno2024 · 7 citations
66. The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebankAdam Yaari, Jan DeWitt, Henry Hu, et al.2022 · 7 citations
67. Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling ApproachesTianze Shi, Lillian Lee2020 · 3 citations
68. Transition-based Bubble Parsing: Improvements on Coordination Structure PredictionTianze Shi, Lillian Lee2021

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/universities/cornell-university/works/