🎓 Works of University College London

44 works · the most cited first · ← University College London

1. Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, et al.2019 · 2,977 citations
2. Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,187 citations
3. MLQA: Evaluating Cross-lingual Extractive Question AnsweringPatrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 735 citations
4. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
5. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
6. e-SNLI: Natural Language Inference with Natural Language ExplanationsOana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz, et al.2018 · 612 citations
7. Fact Checking: Task definition and dataset constructionAndreas Vlachos, Sebastian Riedel2014 · 523 citations
8. Stance Detection with Bidirectional Conditional EncodingIsabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 519 citations
9. Crowdsourcing Multiple Choice Science QuestionsJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 513 citations
10. Texygen: A Benchmarking Platform for Text Generation ModelsYaoming Zhu, Sidi Lu, Lei Zheng, et al.2018 · 486 citations
11. Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos2016 · 456 citations
12. A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 456 citations
13. SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsIsabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 435 citations
14. Compressive Transformers for Long-Range Sequence ModellingJack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, et al.2019 · 320 citations
15. Challenges and Applications of Large Language ModelsJean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 300 citations
16. PAQ: 65 Million Probably-Asked Questions and What You Can Do With ThemPatrick Lewis, Yuxiang Wu, Linqing Liu, et al.2021 · 286 citations
17. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 283 citations
18. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
19. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 240 citations
20. Multimodal Few-Shot Learning with Frozen Language ModelsMaria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 238 citations
21. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
22. How Context Affects Language Models' Factual PredictionsFabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.2020 · 231 citations
23. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 225 citations
24. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
25. Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language ModelsRobert Logan IV, Ivana Balazevic, Eric Wallace, et al.2022 · 215 citations
26. Teaching language models to support answers with verified quotesJacob Menick, Maja Trebacz, Vladimir Mikulik, et al.2022 · 211 citations
27. Challenges in Detoxifying Language ModelsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 206 citations
28. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
29. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
30. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
31. Experimenting with the king of France: Topics, verifiability and definite descriptionsMárta Abrusán, Kriszta Szendrői2013 · 132 citations
32. Task-aware Retrieval with InstructionsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
33. Understanding the Effects of RLHF on LLM Generalisation and DiversityRobert Kirk, Ishita Mediratta, Christoforos Nalmpantis, et al.2023 · 131 citations
34. MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationFanghua Ye, Jarana Manotumruksa, Emine Yilmaz2022 · 131 citations
35. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch, et al.2024 · 106 citations
36. StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in TextsZhengxiang Shi, Qiang Zhang, Aldo Lipani2022 · 70 citations
37. SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?Senyu Li, Jiayi Wang, Felermino D. M. A. Ali, et al.2025 · 13 citations
38. Resumption as a sluicing source in Saudi Arabic: Evidence from sluicing with prepositional phrasesYara Alshaalan, Klaus Abels2020 · 12 citations
39. Open-source Frame Semantic ParsingDavid Chanin2023 · 9 citations
40. The role of Alternatives in the interpretation of scalars and numbers: Insights from the inference taskChao Sun, Richard Breheny2022 · 6 citations
41. The English past tense as a definite descriptionRuoying Zhao2023 · 2 citations
42. Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-ExpertsSanjh Maheshwari, Aniket Singh Rajpoot, Oana Cocarascu, et al.2026 · 1 citation
43. Probing for Reading TimesEleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re, et al.2026 · 1 citation
44. Meaning Representations as Variational Quantum CircuitsTilen Gaetano Limbäck-Stokin, Tanishka A. Birdavade, Kin Ian Lo, et al.2026

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