🧑‍🔬 Sameer Singh — all works

41 works · ← Sameer Singh

1. AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated PromptsConference on Empirical Methods in Natural Language Processing (EMNLP)Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.2020 · 1,909 citations
2. Beyond Accuracy: Behavioral Testing of NLP Models with CheckList ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetMarco Tulio Ribeiro et al.2020 · 1,399 citations
3. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierarXiv:1602.04938Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,205 citations
4. Universal Adversarial Triggers for Attacking and Analyzing NLP ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetEric Wallace et al.2019 · 989 citations
5. DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.English · 960 citations
6. Knowledge Enhanced Contextual Word Representations ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMatthew E. Peters et al.2019 · 942 citations
7. Calibrate Before Use: Improving Few-Shot Performance of Language ModelsarXiv:2102.09690Tony Z. Zhao, Eric Wallace, Shi Feng, et al.2021 · 825 citations
8. Semantically Equivalent Adversarial Rules for Debugging NLP models ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2018 · 629 citations
9. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
10. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 352 citations
11. Entity Linking via Joint Encoding of Types, Descriptions, and ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Nitish Gupta, Sameer Singh, Dan Roth2017 · 299 citations
12. Entity-Based Knowledge Conflicts in Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Shayne Longpre, Kartik Perisetla, Anthony Chen, et al.2021 · 298 citations
13. COVIDLies: Detecting COVID-19 Misinformation on Social MediaWorkshop on NLP for COVID-19 at ACLTamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, et al.2020 · 271 citations
14. Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRobert Logan et al.2019 · 247 citations
15. Compositional Questions Do Not Necessitate Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Eric Wallace, Sameer Singh, et al.2019 · 235 citations
16. Interpretation of Natural Language Rules in Conversational Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Marzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 230 citations
17. Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language ModelsFindings of the Association for Computational LinguisticsRobert Logan IV, Ivana Balazevic, Eric Wallace, et al.2022 · 216 citations
18. AllenNLP Interpret: A Framework for Explaining Predictions of NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Eric Wallace, Jens Tuyls, Junlin Wang, et al.2019 · 182 citations
19. Impact of Pretraining Term Frequencies on Few-Shot Numerical ReasoningFindings of the Association for Computational LinguisticsYasaman Razeghi, Robert L Logan IV, Matt Gardner, et al.2022 · 165 citations
20. Are Red Roses Red? Evaluating Consistency of Question-Answering Models ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMarco Tulio Ribeiro, Carlos Guestrin, Sameer Singh2019 · 158 citations
21. Embedding Multimodal Relational Data for Knowledge Base Completion ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetPouya Pezeshkpour, Liyan Chen, Sameer Singh2018 · 156 citations
22. ART: Automatic multi-step reasoning and tool-use for large language models ↗arXiv:2303.09014 · no summary yetBhargavi Paranjape et al.2023 · 154 citations
23. Concealed Data Poisoning Attacks on NLP Models ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetEric Wallace et al.2021 · 153 citations
24. Evaluating Question Answering Evaluation ↗Proceedings of the 2nd Workshop on Machine Reading for Question Answering · no summary yetAnthony Chen et al.2019 · 153 citations
25. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Sameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
26. Competency Problems: On Finding and Removing Artifacts in Language Data ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMatt Gardner et al.2021 · 144 citations
27. ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSanjay Subramanian et al.2022 · 142 citations
28. Connotation Frames: A Data-Driven Investigation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHannah Rashkin, Sameer Singh, Yejin Choi2016 · 124 citations
29. Neural Module Networks for Reasoning over Text ↗arXiv (Cornell University) · no summary yetNitish Gupta et al.2019 · 114 citations
30. MedICaT: A Dataset of Medical Images, Captions, and Textual References ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetSanjay Subramanian et al.2020 · 100 citations
31. What's In My Big Data? ↗arXiv:2310.20707 · no summary yetYanai Elazar et al.2023 · 92 citations
32. Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetPouya Pezeshkpour, Yifan Tian, Sameer Singh2019 · 80 citations
33. A Discriminative Hierarchical Model for Fast Coreference at Large ScaleAnnual Meeting of the Association for Computational Linguistics (ACL)Michael Wick, Sameer Singh, Andrew McCallum2012 · 57 citations
34. PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model CorruptionsarXiv:2305.14908Anthony Chen, Panupong Pasupat, Sameer Singh, et al.2023 · 32 citations
35. Dynamic Knowledge-Base Alignment for Coreference ResolutionConference on Computational Natural Language Learning (CoNLL)Jiaping Zheng, Luke Vilnis, Sameer Singh, et al.2013 · 27 citations
36. Better call Saul: Flexible Programming for Learning and Inference in NLP ↗Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers · no summary yetParisa Kordjamshidi et al.2016 · 16 citations
37. Paired Examples as Indirect Supervision in Latent Decision Models ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetNitish Gupta et al.2021 · 9 citations
38. Nudging: Inference-time Alignment of LLMs via Guided DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Fei, Yasaman Razeghi, Sameer Singh2025 · 8 citations
39. Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic EvaluationsAnnual Meeting of the Association for Computational Linguistics (ACL)Preethi Seshadri, Samuel Cahyawijaya, Ayomide Odumakinde, et al.2026 · 5 citations
40. Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks ↗arXiv (Cornell University) · no summary yetParisa Kordjamshidi et al.2017 · 4 citations
41. Multi-Label Learning with Posterior Regularization ↗no summary yetXi Victoria Lin et al.2016

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