---
title: "Sebastian Riedel — all works — Elamur Research"
description: "All 45 works of Sebastian Riedel in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/sebastian-riedel/works/"
---
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# Sebastian Riedel — all works

45 works · [← Sebastian Riedel](https://md.research.elamur.ai/free/en/authors/sebastian-riedel/)

1. [**Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks arXiv:2005.11401**Patrick Lewis, Ethan Perez, Aleksandra Piktus, et al.*2020 · 6,256 citations*](https://md.research.elamur.ai/free/en/papers/lewis-2020-retrieval-augmented-generation-knowledge-intensive/)
2. **[Language Models as Knowledge Bases?](https://md.research.elamur.ai/free/en/papers/petroni-2019-language-models-as-knowledge-bases/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.*2019 · 3,028 citations*
3. [**Complex Embeddings for Simple Link Prediction arXiv:1606.06357**Théo Trouillon, Johannes Welbl, Sebastian Riedel, et al.*2016 · 1,489 citations*](https://md.research.elamur.ai/free/en/papers/trouillon-2016-complex-embeddings-simple-link-prediction/)
4. **[Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity](https://md.research.elamur.ai/free/en/papers/lu-2022-fantastically-ordered-prompts-where-find/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yao Lu, Max Bartolo, Alastair Moore, et al.*2022 · 1,209 citations*
5. **[The CoNLL 2007 Shared Task on Dependency Parsing](https://md.research.elamur.ai/free/en/papers/nivre-2007-conll-2007-shared-task-dependency/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Joakim Nivre, Johan Hall, Sandra Kübler, et al.*2007 · 1,010 citations*
6. [**Unsupervised Dense Information Retrieval with Contrastive Learning arXiv:2112.09118**Gautier Izacard, Mathilde Caron, Lucas Hosseini, et al.*2021 · 836 citations*](https://md.research.elamur.ai/free/en/papers/izacard-2021-unsupervised-dense-information-retrieval-contrastive/)
7. **[MLQA: Evaluating Cross-lingual Extractive Question Answering](https://md.research.elamur.ai/free/en/papers/lewis-2019-mlqa-evaluating-cross-lingual-extractive/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Patrick Lewis, Barlas Oğuz, Ruty Rinott, et al.*2019 · 747 citations*
8. **[TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data](https://md.research.elamur.ai/free/en/papers/yin-2020-tabert-pretraining-joint-understanding-textual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.*2020 · 692 citations*
9. [**Atlas: Few-shot Learning with Retrieval Augmented Language Models arXiv:2208.03299**Gautier Izacard, Patrick Lewis, Maria Lomeli, et al.*2022 · 673 citations*](https://md.research.elamur.ai/free/en/papers/izacard-2022-atlas-few-shot-learning-retrieval/)
10. **[Scalable Zero-shot Entity Linking with Dense Entity Retrieval](https://md.research.elamur.ai/free/en/papers/wu-2020-scalable-zero-shot-entity-linking/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ledell Wu, Fabio Petroni, Martin Josifoski, et al.*2020 · 619 citations*
11. **[Fact Checking: Task definition and dataset construction](https://md.research.elamur.ai/free/en/papers/vlachos-2014-fact-checking-task-definition-dataset/) [ACL Workshop on Language Technologies and Computational Social Science](https://md.research.elamur.ai/free/en/venues/acl-workshop-on-language-technologies-and-computational-social-science/)**Andreas Vlachos, Sebastian Riedel*2014 · 524 citations*
12. **[Dynabench: Rethinking Benchmarking in NLP ↗](https://aclanthology.org/2021.naacl-main.324/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Douwe Kiela et al.*2021 · 482 citations*
13. **[SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications](https://md.research.elamur.ai/free/en/papers/augenstein-2017-semeval-2017-task-10-scienceie/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Isabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.*2017 · 437 citations*
14. **[Convolutional 2D Knowledge Graph Embeddings ↗](https://arxiv.org/abs/1707.01476) arXiv:1707.01476 · no summary yet**Tim Dettmers et al.*2017 · 365 citations*
15. **[emoji2vec: Learning Emoji Representations from their Description](https://md.research.elamur.ai/free/en/papers/eisner-2016-emoji2vec-learning-emoji-representations-their/) [International Workshop on Natural Language Processing for Social Media](https://md.research.elamur.ai/free/en/venues/socialnlp/)**Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, et al.*2016 · 360 citations*
16. **[Constructing Datasets for Multi-hop Reading Comprehension Across Documents](https://md.research.elamur.ai/free/en/papers/welbl-2018-constructing-datasets-multi-hop-reading/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Johannes Welbl, Pontus Stenetorp, Sebastian Riedel*2018 · 290 citations*
17. **[PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them](https://md.research.elamur.ai/free/en/papers/lewis-2021-paq-65-million-probably-asked/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Patrick Lewis, Yuxiang Wu, Linqing Liu, et al.*2021 · 288 citations*
18. **[Zero-Shot Transfer Learning for Event Extraction](https://md.research.elamur.ai/free/en/papers/huang-2018-zero-shot-transfer-learning-event/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2021.eacl-main.86/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Patrick Lewis, Pontus Stenetorp, Sebastian Riedel*2021 · 261 citations*
20. **[A simple but tough-to-beat baseline for the Fake News Challenge stance detection task ↗](https://arxiv.org/abs/1707.03264) arXiv:1707.03264 · no summary yet**Benjamin Riedel et al.*2017 · 242 citations*
21. [**How Context Affects Language Models' Factual Predictions arXiv:2005.04611**Fabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.*2020 · 234 citations*](https://md.research.elamur.ai/free/en/papers/petroni-2020-context-affects-language-models-factual/)
22. **[Interpretation of Natural Language Rules in Conversational Machine Reading](https://md.research.elamur.ai/free/en/papers/saeidi-2018-interpretation-natural-language-rules-conversational/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/iv-2022-cutting-down-prompts-parameters-simple/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Robert Logan IV, Ivana Balazevic, Eric Wallace, et al.*2022 · 216 citations*
24. **[Structured Relation Discovery using Generative Models](https://md.research.elamur.ai/free/en/papers/yao-2011-structured-relation-discovery-generative-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Limin Yao, Aria Haghighi, Sebastian Riedel, et al.*2011 · 216 citations*
25. **[Unsupervised Question Answering by Cloze Translation](https://md.research.elamur.ai/free/en/papers/lewis-2019-unsupervised-question-answering-cloze-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Patrick Lewis, Ludovic Denoyer, Sebastian Riedel*2019 · 195 citations*
26. **[End-to-End Differentiable Proving ↗](https://arxiv.org/abs/1705.11040) arXiv:1705.11040 · no summary yet**Tim Rocktäschel, Sebastian Riedel*2017 · 188 citations*
27. **[Lifting the Curse of Multilinguality by Pre-training Modular Transformers](https://md.research.elamur.ai/free/en/papers/pfeiffer-2022-lifting-curse-multilinguality-pre-training/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.*2022 · 174 citations*
28. **[Lifted Rule Injection for Relation Embeddings ↗](https://aclanthology.org/D16-1146/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Thomas Demeester, Tim Rocktäschel, Sebastian Riedel*2016 · 158 citations*
29. **[Multilingual Autoregressive Entity Linking ↗](https://aclanthology.org/2022.tacl-1.16/) Transactions of the Association for Computational Linguistics · no summary yet**Nicola De Cao et al.*2022 · 153 citations*
30. **[Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension ↗](https://aclanthology.org/2020.tacl-1.43/) Transactions of the Association for Computational Linguistics · no summary yet**Max Bartolo et al.*2020 · 141 citations*
31. **[A Supervised Approach to Extractive Summarisation of Scientific Papers ↗](https://aclanthology.org/K17-1021/) Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yet**Ed Collins, Isabelle Augenstein, Sebastian Riedel*2017 · 138 citations*
32. **[UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) ↗](https://aclanthology.org/W18-5515/) Proceedings of the First Workshop on Fact Extraction and VERification (FEVER) · no summary yet**Takuma Yoneda et al.*2018 · 134 citations*
33. **[Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge ↗](https://aclanthology.org/K18-1007/) Proceedings of the 22nd Conference on Computational Natural Language Learning · no summary yet**Pasquale Minervini, Sebastian Riedel*2018 · 133 citations*
34. **[Task-aware Retrieval with Instructions](https://md.research.elamur.ai/free/en/papers/asai-2023-task-aware-retrieval-instructions/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Akari Asai, Timo Schick, Patrick Lewis, et al.*2023 · 132 citations*
35. **[PEER: A Collaborative Language Model ↗](https://arxiv.org/abs/2208.11663) arXiv:2208.11663 · no summary yet**Timo Schick et al.*2022 · 126 citations*
36. **[Programming with a Differentiable Forth Interpreter ↗](https://arxiv.org/abs/1605.06640) arXiv:1605.06640 · no summary yet**Matko Bošnjak et al.*2016 · 116 citations*
37. **[NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned ↗](https://arxiv.org/abs/2101.00133) arXiv (Cornell University) · no summary yet**Sewon Min et al.*2021 · 108 citations*
38. **[Model Combination for Event Extraction in BioNLP 2011 ↗](https://aclanthology.org/W11-1808/) Proceedings of BioNLP Shared Task 2011 Workshop · no summary yet**Sebastian Riedel et al.*2011 · 96 citations*
39. **[Differentiable Reasoning on Large Knowledge Bases and Natural Language ↗](https://doi.org/10.1609/aaai.v34i04.5962) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Pasquale Minervini et al.*2020 · 85 citations*
40. **[Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training](https://md.research.elamur.ai/free/en/papers/stacey-2020-avoiding-hypothesis-only-bias-natural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Robustness](https://md.research.elamur.ai/free/en/papers/sanchez-2018-behavior-analysis-nli-models-uncovering/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Ivan Sanchez, Jeff Mitchell, Sebastian Riedel*2018 · 56 citations*
42. **[Combining joint models for biomedical event extraction ↗](https://doi.org/10.1186/1471-2105-13-s11-s9) BMC Bioinformatics · no summary yet**David McClosky et al.*2012 · 46 citations*
43. **[Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing ↗](https://openalex.org/W2801499199) Empirical Methods in Natural Language Processing · no summary yet**Martha Stone Palmer, Rebecca Hwa, Sebastian Riedel*2017 · 22 citations*
44. **[A Few More Examples May Be Worth Billions of Parameters ↗](https://aclanthology.org/2022.findings-emnlp.72/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Yuval Kirstain et al.*2022 · 19 citations*
45. **[Proceedings of the Workshop on Generalization in the Age of Deep Learning ↗](https://doi.org/10.60692/24n4q-r1960) Greater South Information System · no summary yet**Soumya Wadhwa et al.*2018*