🧑‍🔬 Sebastian Riedel — all works

45 works · ← Sebastian Riedel

1. Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksarXiv:2005.11401Patrick Lewis, Ethan Perez, Aleksandra Piktus, et al.2020 · 6,256 citations
2. Language Models as Knowledge Bases?Conference on Empirical Methods in Natural Language Processing (EMNLP)Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 3,028 citations
3. Complex Embeddings for Simple Link PredictionarXiv:1606.06357Théo Trouillon, Johannes Welbl, Sebastian Riedel, et al.2016 · 1,489 citations
4. Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityAnnual Meeting of the Association for Computational Linguistics (ACL)Yao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,209 citations
5. The CoNLL 2007 Shared Task on Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Joakim Nivre, Johan Hall, Sandra Kübler, et al.2007 · 1,010 citations
6. Unsupervised Dense Information Retrieval with Contrastive LearningarXiv:2112.09118Gautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 836 citations
7. MLQA: Evaluating Cross-lingual Extractive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 747 citations
8. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 692 citations
9. Atlas: Few-shot Learning with Retrieval Augmented Language ModelsarXiv:2208.03299Gautier Izacard, Patrick Lewis, Maria Lomeli, et al.2022 · 673 citations
10. Scalable Zero-shot Entity Linking with Dense Entity RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Ledell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 619 citations
11. Fact Checking: Task definition and dataset constructionACL Workshop on Language Technologies and Computational Social ScienceAndreas Vlachos, Sebastian Riedel2014 · 524 citations
12. Dynabench: Rethinking Benchmarking in NLP ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetDouwe Kiela et al.2021 · 482 citations
13. SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsInternational Workshop on Semantic Evaluation (SemEval)Isabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 437 citations
14. Convolutional 2D Knowledge Graph Embeddings ↗arXiv:1707.01476 · no summary yetTim Dettmers et al.2017 · 365 citations
15. emoji2vec: Learning Emoji Representations from their DescriptionInternational Workshop on Natural Language Processing for Social MediaBen Eisner, Tim Rocktäschel, Isabelle Augenstein, et al.2016 · 360 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. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemTransactions of the Association for Computational Linguistics (TACL)Patrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 288 citations
18. 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
19. Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetPatrick Lewis, Pontus Stenetorp, Sebastian Riedel2021 · 261 citations
20. A simple but tough-to-beat baseline for the Fake News Challenge stance detection task ↗arXiv:1707.03264 · no summary yetBenjamin Riedel et al.2017 · 242 citations
21. How Context Affects Language Models' Factual PredictionsarXiv:2005.04611Fabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.2020 · 234 citations
22. 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
23. 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
24. Structured Relation Discovery using Generative ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Limin Yao, Aria Haghighi, Sebastian Riedel, et al.2011 · 216 citations
25. Unsupervised Question Answering by Cloze TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Ludovic Denoyer, Sebastian Riedel2019 · 195 citations
26. End-to-End Differentiable Proving ↗arXiv:1705.11040 · no summary yetTim Rocktäschel, Sebastian Riedel2017 · 188 citations
27. Lifting the Curse of Multilinguality by Pre-training Modular TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 174 citations
28. Lifted Rule Injection for Relation Embeddings ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetThomas Demeester, Tim Rocktäschel, Sebastian Riedel2016 · 158 citations
29. Multilingual Autoregressive Entity Linking ↗Transactions of the Association for Computational Linguistics · no summary yetNicola De Cao et al.2022 · 153 citations
30. Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension ↗Transactions of the Association for Computational Linguistics · no summary yetMax Bartolo et al.2020 · 141 citations
31. A Supervised Approach to Extractive Summarisation of Scientific Papers ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetEd Collins, Isabelle Augenstein, Sebastian Riedel2017 · 138 citations
32. UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) ↗Proceedings of the First Workshop on Fact Extraction and VERification (FEVER) · no summary yetTakuma Yoneda et al.2018 · 134 citations
33. Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge ↗Proceedings of the 22nd Conference on Computational Natural Language Learning · no summary yetPasquale Minervini, Sebastian Riedel2018 · 133 citations
34. Task-aware Retrieval with InstructionsFindings of the Association for Computational LinguisticsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 132 citations
35. PEER: A Collaborative Language Model ↗arXiv:2208.11663 · no summary yetTimo Schick et al.2022 · 126 citations
36. Programming with a Differentiable Forth Interpreter ↗arXiv:1605.06640 · no summary yetMatko Bošnjak et al.2016 · 116 citations
37. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗arXiv (Cornell University) · no summary yetSewon Min et al.2021 · 108 citations
38. Model Combination for Event Extraction in BioNLP 2011 ↗Proceedings of BioNLP Shared Task 2011 Workshop · no summary yetSebastian Riedel et al.2011 · 96 citations
39. Differentiable Reasoning on Large Knowledge Bases and Natural Language ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetPasquale Minervini et al.2020 · 85 citations
40. Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Joe Stacey, Pasquale Minervini, Haim Dubossarsky, et al.2020 · 70 citations
41. Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on RobustnessConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ivan Sanchez, Jeff Mitchell, Sebastian Riedel2018 · 56 citations
42. Combining joint models for biomedical event extraction ↗BMC Bioinformatics · no summary yetDavid McClosky et al.2012 · 46 citations
43. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing ↗Empirical Methods in Natural Language Processing · no summary yetMartha Stone Palmer, Rebecca Hwa, Sebastian Riedel2017 · 22 citations
44. A Few More Examples May Be Worth Billions of Parameters ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetYuval Kirstain et al.2022 · 19 citations
45. Proceedings of the Workshop on Generalization in the Age of Deep Learning ↗Greater South Information System · no summary yetSoumya Wadhwa et al.2018

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