🎓 Works of University of Massachusetts Amherst

49 works · the most cited first · ← University of Massachusetts Amherst

1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
2. Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,049 citations
3. Generating Sentences from a Continuous SpaceSamuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.2016 · 2,367 citations
4. A Language Modeling Approach to Information RetrievalJay M. Ponte, W. Bruce Croft1998 · 1,867 citations
5. Language (Technology) is Power: A Critical Survey of “Bias” in NLPSu Lin Blodgett, Solon Barocas, Hal Daumé III, et al.2020 · 1,700 citations
6. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li2003 · 1,335 citations
7. Optimizing Semantic Coherence in Topic ModelsDavid Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,334 citations
8. QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,057 citations
9. Dependency Tree Kernels for Relation ExtractionAron Culotta, Jeffrey Sorensen2004 · 998 citations
10. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 970 citations
11. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 936 citations
12. Linguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 598 citations
13. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 593 citations
14. Chinese Segmentation and New Word Detection using Conditional Random FieldsFuchun Peng, Fangfang Feng, Andrew McCallum2004 · 586 citations
15. Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
16. Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 470 citations
17. SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsIsabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 435 citations
18. The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
19. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
20. SPoT: Better Frozen Model Adaptation through Soft Prompt TransferTu Vu, Brian Lester, Noah Constant, et al.2022 · 300 citations
21. Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big ChallengesQingsong Ma, Johnny Wei, Ondřej Bojar, et al.2019 · 283 citations
22. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
23. Hurdles to Progress in Long-form Question AnsweringKalpesh Krishna, Aurko Roy, Mohit Iyyer2021 · 227 citations
24. First-Order Probabilistic Models for Coreference ResolutionAron Culotta, Michael Wick, Andrew McCallum2007 · 212 citations
25. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag, et al.2020 · 195 citations
26. Exploring and Predicting Transferability across NLP TasksTu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 192 citations
27. The Prompt Report: A Systematic Survey of Prompt Engineering TechniquesSander Schulhoff, Michael Ilie, Nishant Balepur, et al.2024 · 187 citations
28. Re2G: Retrieve, Rerank, GenerateMichael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, et al.2022 · 183 citations
29. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetTom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.2024 · 177 citations
30. The IIT Bombay English-Hindi Parallel CorpusAnoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya2018 · 174 citations
31. Aligning Large Multimodal Models with Factually Augmented RLHFZhiqing Sun, Sheng Shen, Shengcao Cao, et al.2023 · 168 citations
32. Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors PersistMarzena Karpinska, Mohit Iyyer2023 · 156 citations
33. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
34. Lexicon Infused Phrase Embeddings for Named Entity ResolutionAlexandre Passos, Vineet Kumar, Andrew McCallum2014 · 143 citations
35. Token-Budget-Aware LLM ReasoningTingxu Han, Zhenting Wang, Chunrong Fang, et al.2024 · 135 citations
36. FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationTu Vu, Mohit Iyyer, Xuezhi Wang, et al.2023 · 130 citations
37. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationKalpesh Krishna, Erin Bransom, Bailey Kuehl, et al.2023 · 112 citations
38. Twitter Universal Dependency Parsing for African-American and Mainstream American EnglishSu Lin Blodgett, Johnny Wei, Brendan O'Connor2018 · 92 citations
39. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationTom Kocmi, Vilém Zouhar, Eleftherios Avramidis, et al.2024 · 83 citations
40. Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test SetsTom Kocmi, Ekaterina Artemova, Eleftherios Avramidis, et al.2025 · 73 citations
41. A Discriminative Hierarchical Model for Fast Coreference at Large ScaleMichael Wick, Sameer Singh, Andrew McCallum2012 · 57 citations
42. Dynamic Knowledge-Base Alignment for Coreference ResolutionJiaping Zheng, Luke Vilnis, Sameer Singh, et al.2013 · 27 citations
43. Scaling Within Document Coreference to Long TextsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al.2021 · 24 citations
44. Tell Me Everything You Know: A Conversation Update System for the Rational Speech Acts FrameworkCarolyn Jane Anderson2021 · 4 citations
45. UrBLiMP: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in UrduFarah Adeeba, Brian Dillon, Hassan Sajjad, et al.2026 · 2 citations
46. Cross-Dialect Social Media Dependency Parsing for Social Scientific Entity Attribute AnalysisChloe Eggleston, Brendan O'Connor2022 · 1 citation
47. Rating-based property axes: Agentivity and split intransitivityEva Neu, Brian Dillon, Katrin Erk2026
48. Frequency modulates structural choice in Turkish suspended affixation: a latent-process accountUtku Turk, Eva Neu, Özge Bakay, et al.2026
49. Quantifying the cross-linguistic effects of syncretism on agreement attractionUtku Turk, Eva Neu2026

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