🔗 Who cites «Zero-Shot Relation Extraction via Reading Comprehension»

346 papers of our library cite it (of the 149,439 whose bibliographies we read) · 62 with a page here, the most cited first · ← back to «Zero-Shot Relation Extraction via Reading Comprehension»

1. The Power of Scale for Parameter-Efficient Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP)Brian Lester, Rami Al-Rfou, Noah Constant2021 · 4,287 citations
2. Know What You Don't Know: Unanswerable Questions for SQuADAnnual Meeting of the Association for Computational Linguistics (ACL)Pranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,405 citations
3. Finetuned Language Models Are Zero-Shot LearnersarXiv:2109.01652Jason Wei, Maarten Bosma, Vincent Y. Zhao, et al.2021 · 1,954 citations
4. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
5. Retrieval-Augmented Generation for Large Language Models: A SurveyarXiv:2312.10997Yunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,663 citations
6. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,556 citations
7. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Antoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,294 citations
8. QuAC: Question Answering in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Eunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,066 citations
9. A Unified MRC Framework for Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 840 citations
10. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Wenpeng Yin, Jamaal Hay, Dan Roth2019 · 735 citations
11. KILT: a Benchmark for Knowledge Intensive Language TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 678 citations
12. Atlas: Few-shot Learning with Retrieval Augmented Language ModelsarXiv:2208.03299Gautier Izacard, Patrick Lewis, Maria Lomeli, et al.2022 · 673 citations
13. Event Extraction by Answering (Almost) Natural QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP)Xinya Du, Claire Cardie2020 · 604 citations
14. The Natural Language Decathlon: Multitask Learning as Question AnsweringarXiv:1806.08730Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 545 citations
15. Event Extraction as Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Jian Liu, Yubo Chen, Kang Liu, et al.2020 · 422 citations
16. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsTransactions of the Association for Computational Linguistics (TACL)Johannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 290 citations
17. Zero-Shot Transfer Learning for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 273 citations
18. CorefQA: Coreference Resolution as Query-based Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Fei Wang, Arianna Yuan, et al.2020 · 256 citations
19. How Context Affects Language Models' Factual PredictionsarXiv:2005.04611Fabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.2020 · 234 citations
20. 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
21. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL)Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 218 citations
22. Prompting GPT-3 To Be ReliablearXiv:2210.09150Chenglei Si, Zhe Gan, Zhengyuan Yang, et al.2022 · 210 citations
23. One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsarXiv:2212.09741Hongjin Su, Weijia Shi, Jungo Kasai, et al.2022 · 194 citations
24. Re2G: Retrieve, Rerank, GenerateConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, et al.2022 · 184 citations
25. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsarXiv:2202.01279Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 174 citations
26. Generative Representational Instruction TuningarXiv:2402.09906Niklas Muennighoff, Hongjin Su, Liang Wang, et al.2024 · 172 citations
27. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityarXiv:2310.07521Cunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 171 citations
28. Zero-Shot Cross-Lingual Transfer with Meta LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, et al.2020 · 171 citations
29. Label Verbalization and Entailment for Effective Zero and Few-Shot Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, et al.2021 · 167 citations
30. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 152 citations
31. RA-DIT: Retrieval-Augmented Dual Instruction TuningarXiv:2310.01352Xi Victoria Lin, Xilun Chen, Mingda Chen, et al.2023 · 149 citations
32. ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chih-Yao Chen, Cheng-Te Li2021 · 142 citations
33. RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionFindings of the Association for Computational LinguisticsYew Ken Chia, Lidong Bing, Soujanya Poria, et al.2022 · 141 citations
34. Learning Dense Representations of Phrases at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL)Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, et al.2021 · 126 citations
35. Transformer-Patcher: One Mistake worth One NeuronarXiv:2301.09785Zeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.2023 · 123 citations
36. GoLLIE: Annotation Guidelines improve Zero-Shot Information-ExtractionarXiv:2310.03668Oscar Sainz, Iker Garcia-Ferrero, Rodrigo Agerri, et al.2023 · 114 citations
37. Learning from Task DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP)Orion Weller, Nicholas Lourie, Matt Gardner, et al.2020 · 112 citations
38. True Few-Shot Learning with Prompts–-A Real-World PerspectiveTransactions of the Association for Computational Linguistics (TACL)Timo Schick, Hinrich Schütze2022 · 96 citations
39. SPARTQA: A Textual Question Answering Benchmark for Spatial ReasoningRoshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, et al.2021 · 95 citations
40. Model Editing Harms General Abilities of Large Language Models: Regularization to the RescueConference on Empirical Methods in Natural Language Processing (EMNLP)Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, et al.2024 · 67 citations
41. The Art of Saying No: Contextual Noncompliance in Language ModelsConference on Neural Information Processing Systems (NeurIPS)Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, et al.2024 · 56 citations
42. Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Peter Hase, Mona Diab, Asli Celikyilmaz, et al.2023 · 51 citations
43. Cross-Lingual Knowledge Editing in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaan Wang, Yunlong Liang, Zengkui Sun, et al.2024 · 45 citations
44. Learning to Edit: Aligning LLMs with Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxin Jiang, Yufei Wang, Chuhan Wu, et al.2024 · 39 citations
45. Retrieval-Augmented Multilingual Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Weixuan Wang, Barry Haddow, Alexandra Birch2024 · 34 citations
46. 500xCompressor: Generalized Prompt Compression for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zongqian Li, Yixuan Su, Nigel Collier2025 · 32 citations
47. MLaKE: Multilingual Knowledge Editing Benchmark for Large Language ModelsInternational Conference on Computational Linguistics (COLING)Zihao Wei, Jingcheng Deng, Liang Pang, et al.2025 · 20 citations
48. Neuron-Level Sequential Editing for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Houcheng Jiang, Junfeng Fang, Tianyu Zhang, et al.2025 · 15 citations
49. BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Ercong Nie, Bo Shao, Mingyang Wang, et al.2025 · 12 citations
50. The Mirage of Model Editing: Revisiting Evaluation in the WildAnnual Meeting of the Association for Computational Linguistics (ACL)Wanli Yang, Fei Sun, Jiajun Tan, et al.2025 · 9 citations
51. Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Huazheng Wang, Yongcheng Jing, Haifeng Sun, et al.2026 · 1 citation
52. Persuasion Tokens for Editing Factual Knowledge in LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL)Paul Youssef, Christin Seifert, Jörg Schlötterer2026 · 1 citation
53. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xuyuan Liu, Shengyu Chen, Xinshuai Dong, et al.2026 · 1 citation
54. TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Shiqiang Tian, Cheng Ding, Qin Chen, et al.2026 · 1 citation
55. An Exploration of Knowledge Editing for ArabicArabic Natural Language Processing Conference (ArabicNLP)Basel Mousi, Nadir Durrani, Fahim Dalvi2025 · 1 citation
56. A Study on Building Efficient Zero-Shot Relation Extraction ModelsLanguage Resources and Evaluation Conference (LREC)Hugo THOMAS, Caio Corro, Guillaume Gravier, et al.2026
57. HiEdit: Lifelong Model Editing with Hierarchical Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfan Wang, Tianyang Sun, Chen Tang, et al.2026
58. OrthoEdit: Principled and Stable Knowledge Editing via Orthogonal Subspace ProjectionTransactions of the Association for Computational Linguistics (TACL)Shanbao Qiao, Xuebing Liu, Akshat Gupta, et al.2026
59. RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real WorldFindings of the Association for Computational LinguisticsHanbing Liu, Lang Cao, Yang Li2026
60. SAME: Safety-Aware Model Editing Guided by Safety TransformationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiayi Wang, Shipeng Wang, Ji Wu, et al.2026
61. SpecEdit: A Spectral Approach for Multi-Round Knowledge EditingFindings of the Association for Computational LinguisticsJunxian Liu, Zikun Deng, Xin Wu, et al.2026
62. Spectral Characterization and Mitigation of Sequential Knowledge Editing CollapseAnnual Meeting of the Association for Computational Linguistics (ACL)Chi Zhang, Mengqi Zhang, Xiaotian Ye, et al.2026

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