Research Triangle
AgglomerationUnited States · metro population 1,611,391 (the Raleigh functional urban area, GHSL 2015)
Institutions (3)
🎓 Universities (3)
- University of North Carolina at Chapel HillUniversity · Chapel Hill,
United States74 works · 23,278 citations
- Duke UniversityUniversity · Durham,
United States37 works · 15,861 citations
- North Carolina State UniversityUniversity · Raleigh,
United States14 works · 406 citations
Works in our library (120)
- Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models InsteadNature Machine IntelligenceCynthia Rudin2018 · 10,460 citations
- Statsmodels: econometric and statistical modeling with PythonProceedings of the Python in Science ConferencesSkipper Seabold, Josef Perktold2010 · 6,540 citations
- LXMERT: Learning Cross-Modality Encoder Representations from TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Tan, Mohit Bansal2019 · 2,789 citations
- Emergent Abilities of Large Language ModelsarXiv:2206.07682Jason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,269 citations
- ReferItGame: Referring to Objects in Photographs of Natural ScenesConference on Empirical Methods in Natural Language Processing (EMNLP)Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,317 citations
- 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
- What Makes Good In-Context Examples for GPT-3?Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning ArchitecturesJiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,256 citations
- Modeling Context in Referring ExpressionsLecture notes in computer scienceLicheng Yu, Patrick Poirson, Shan Yang, et al.2016 · 1,203 citations
- Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingAnnual Meeting of the Association for Computational Linguistics (ACL)Yen-Chun Chen, Mohit Bansal2018 · 826 citations
- A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 736 citations
- Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Amit Bagga, Breck Baldwin1998 · 701 citations
- TVQA: Localized, Compositional Video Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Jie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 687 citations
- 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
- Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsAnnual Meeting of the Association for Computational Linguistics (ACL)Dinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 386 citations
- Learning to Navigate Unseen Environments: Back Translation with Environmental DropoutConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hao Tan, Licheng Yu, Mohit Bansal2019 · 358 citations
- Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Annual Meeting of the Association for Computational Linguistics (ACL)Peter Hase, Mohit Bansal2020 · 318 citations
- PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial PromptsarXiv:2306.04528Kaijie Zhu, Jindong Wang, Jiaheng Zhou, et al.2023 · 305 citations
- TreeTalk: Composition and Compression of Trees for Image DescriptionsTransactions of the Association for Computational Linguistics (TACL)Polina Kuznetsova, Vicente Ordonez, Tamara L. Berg, et al.2014 · 290 citations
- Contextualized Perturbation for Textual Adversarial AttackConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dianqi Li, Yizhe Zhang, Hao Peng, et al.2021 · 283 citations
- Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep LearningOSDI 2022Lianmin Zheng, Zhuohan Li, Hao Zhang, et al.2022 · 279 citations
- Multi-Reward Reinforced Summarization with Saliency and EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramakanth Pasunuru, Mohit Bansal2018 · 255 citations
- An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 254 citations
- ASQA: Factoid Questions Meet Long-Form AnswersConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 245 citations
- TrustLLM: Trustworthiness in Large Language ModelsarXiv:2401.05561Yue Huang, Lichao Sun, Haoran Wang, et al.2024 · 237 citations
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Fields, topics and concepts
📚 Shelves 38The field of science this work belongs to (OpenAlex fields).Computer Science · 117 worksArtificial Intelligence · 109 worksArts and Humanities · 97 worksLanguage and Linguistics · 97 worksComputer Vision and Pattern Recognition · 35 worksSocial Sciences · 11 worksMathematics · 3 worksSafety Research · 6 worksStatistics and Probability · 1 workEngineering · 3 worksSafety, Risk, Reliability and Quality · 1 workInformation Systems · 15 worksPsychology · 5 worksExperimental and Cognitive Psychology · 4 worksSoftware · 3 works+23 more
🧭 Topics 27Research subjects and languages the work is about.Language models & pretraining · 27 worksReasoning · 23 worksSummarization · 4 worksQuestion answering · 4 worksEvaluation & benchmarks · 8 worksInformation extraction · 1 workInformation retrieval & search · 3 worksVision & language · 9 worksEfficient models & compression · 2 worksCode & programming languages · 1 workDialogue systems · 7 worksSpeech act theory · 6 worksInterpretability · 2 worksCoreference resolution · 2 worksEnglish · 5 works+12 more
💡 Concepts 13Key ideas and methods explained on our concept pages.Machine learning · 1 workTransformer and attention · 1 workNatural language understanding · 1 workText summarization · 1 workInformation extraction · 1 workQuestion answering · 1 workLanguage model · 1 workLarge language models · 1 workText classification · 1 workGloVe · 1 workDistributional semantics · 1 workTF-IDF · 1 workSemantics · 1 work
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