🎓 Works of University of Sheffield

67 works · the most cited first · ← University of Sheffield

1. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,205 citations
2. LEGAL-BERT: The Muppets straight out of Law SchoolIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, et al.2020 · 1,490 citations
3. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
4. SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
5. Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations
6. Results of the WNUT2017 Shared Task on Novel and Emerging Entity RecognitionLeon Derczynski, Eric Nichols, Marieke van Erp, et al.2017 · 534 citations
7. Stance Detection with Bidirectional Conditional EncodingIsabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 519 citations
8. Findings of the 2015 Workshop on Statistical Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 461 citations
9. Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos2016 · 456 citations
10. Findings of the 2013 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 441 citations
11. Who cares about Sarcastic Tweets? Investigating the Impact of Sarcasm on Sentiment Analysis.Diana Maynard, Mark Greenwood2014 · 434 citations
12. SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumoursLeon Derczynski, Kalina Bontcheva, Maria Liakata, et al.2017 · 427 citations
13. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
14. MEAD - A Platform for Multidocument Multilingual Text SummarizationDragomir Radev, Timothy Allison, Sasha Blair-Goldensohn, et al.2004 · 400 citations
15. Probabilistic Text Structuring: Experiments with Sentence OrderingMirella Lapata2003 · 354 citations
16. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 351 citations
17. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
18. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.2021 · 320 citations
19. Twitter Part-of-Speech Tagging for All: Overcoming Sparse and Noisy DataLeon Derczynski, Alan Ritter, Sam Clark, et al.2013 · 316 citations
20. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
21. SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for RumoursGenevieve Gorrell, Elena Kochkina, Maria Liakata, et al.2019 · 290 citations
22. Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
23. QuEst - A translation quality estimation frameworkLucia Specia, Kashif Shah, Jose G.C. de Souza, et al.2013 · 281 citations
24. SemEval-2016 Task 12: Clinical TempEvalSteven Bethard, Guergana Savova, Wei-Te Chen, et al.2016 · 263 citations
25. LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishIlias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos Aletras2021 · 256 citations
26. SIMPLE: A General Framework for the Development of Multilingual LexiconsNuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
27. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
28. Findings of the Third Shared Task on Multimodal Machine TranslationLoïc Barrault, Fethi Bougares, Lucia Specia, et al.2018 · 227 citations
29. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
30. Data-Driven Sentence Simplification: Survey and BenchmarkFernando Alva-Manchego, Carolina Scarton, Lucia Specia2020 · 213 citations
31. SemEval-2012 Task 1: English Lexical SimplificationLucia Specia, Sujay Kumar Jauhar, Rada Mihalcea2012 · 210 citations
32. Compressing Context to Enhance Inference Efficiency of Large Language ModelsYucheng Li, Bo Dong, Frank Guerin, et al.2023 · 208 citations
33. PET: a Tool for Post-editing and Assessing Machine TranslationWilker Aziz, Sheila Castilho, Lucia Specia2012 · 206 citations
34. HateCheck: Functional Tests for Hate Speech Detection ModelsPaul Röttger, Bertie Vidgen, Dong Nguyen, et al.2021 · 202 citations
35. Multi-level Translation Quality Prediction with QuEst++Lucia Specia, Gustavo Paetzold, Carolina Scarton2015 · 184 citations
36. Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights CasesIlias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, et al.2021 · 167 citations
37. Controllable Text Simplification with Explicit ParaphrasingMounica Maddela, Fernando Alva-Manchego, Wei Xu2021 · 164 citations
38. EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.2019 · 162 citations
39. Findings of the WMT 2020 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.2020 · 160 citations
40. The (Un)Suitability of Automatic Evaluation Metrics for Text SimplificationFernando Alva-Manchego, Carolina Scarton, Lucia Specia2021 · 156 citations
41. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
42. Findings of the WMT 2018 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Varvara Logacheva, et al.2018 · 134 citations
43. Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image DescriptionDesmond Elliott, Stella Frank, Loïc Barrault, et al.2017 · 133 citations
44. A Probabilistic Account of Logical MetonymyMaria Lapata, Alex Lascarides2003 · 118 citations
45. Event coreference for information extractionKevin Humphreys, Robert Gaizauskas, Saliha Azzam1997 · 116 citations
46. SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingHarish Tayyar Madabushi, Edward Gow-Smith, Marcos Garcia, et al.2022 · 108 citations
47. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text PairsFernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, et al.2017 · 104 citations
48. Findings of the WMT 2022 Shared Task on Quality EstimationChrysoula Zerva, Frédéric Blain, Ricardo Rei, et al.2022 · 91 citations
49. Probing for idiomaticity in vector space modelsMarcos Garcia, Tiago Kramer Vieira, Carolina Scarton, et al.2021 · 89 citations
50. AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language ModelsHarish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, et al.2021 · 86 citations
51. Using Coreference Chains for Text SummarizationSaliha Azzam, Kevin Humphreys, Robert Gaizauskas1999 · 84 citations
52. Findings of the WMT 2021 Shared Task on Quality EstimationLucia Specia, Frédéric Blain, Marina Fomicheva, et al.2021 · 80 citations
53. MLQE-PE: A Multilingual Quality Estimation and Post-Editing DatasetMarina Fomicheva, Shuo Sun, Erick Fonseca, et al.2022 · 76 citations
54. Experiments on Sentence Boundary DetectionMark Stevenson, Robert Gaizauskas2000 · 63 citations
55. Taking MT Evaluation Metrics to Extremes: Beyond Correlation with Human JudgmentsMarina Fomicheva, Lucia Specia2019 · 44 citations
56. Evaluating a Focus-Based Approach to Anaphora ResolutionSaliha Azzam, Kevin Humphreys, Robert Gaizauskas1998 · 41 citations
57. Dialogue Act-based Breakdown Detection in Negotiation DialoguesAtsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita2021 · 23 citations
58. The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm GenerationTyler Loakman, Aaron Maladry, Chenghua Lin2023 · 18 citations
59. The Universal Anaphora ScorerJuntao Yu, Sopan Khosla, Nafise Sadat Moosavi, et al.2022 · 15 citations
60. Learned Construction Grammars Converge Across Registers Given Increased ExposureJonathan Dunn, Harish Tayyar Madabushi2021 · 11 citations
61. Scoring Coreference Chains with Split-Antecedent AnaphorsSilviu Paun, Juntao Yu, Nafise Sadat Moosavi, et al.2023 · 9 citations
62. Frame In, Frame Out: Measuring Framing Bias in LLM-Generated News SummariesValeria Pastorino, Nafise Sadat Moosavi2026 · 3 citations
63. IQRA 2026: Interspeech Challenge on Automatic Pronunciation Assessment for Modern Standard Arabic (MSA)Yassine El Kheir, Amit Meghanani, Mostafa Shahin, et al.2026
64. English Word Sense Disambiguation in 2026: When the Labels Become the BottleneckVassili Philippov, Amro Salman, Dmitrii Andreev, et al.2026
65. A Labelled Corpus for Prepositional Phrase AttachmentBrian Mitchell, Robert Gaizauskas2004
66. Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional LearningMaggie Mi, Golzar Atefi, Atsuki Yamaguchi, et al.2026
67. Using English for commonsense knowledgeAllan Ramsay, Debora Field2009

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