🧑🔬 People (96)Authors with a page here who worked or studied at University of Massachusetts Amherst: first those whose cited work was done most here; beside each, their citations.
Core (22) Confirmed by their records, or by their bylines here with a fair part of their work.
Andrew McCallum current · 2003–2026 on 345 papers 15 papers here · 17,348 citations Arvind Neelakantan 2014–2017 on 15 papers 5 papers here · 14,913 citations Kalpesh Krishna current · 2018–2026 on 37 papers 5 papers here · 7,728 citations Mohit Iyyer current · 2018–2026 on 71 papers · employment (Wikidata) 16 papers here · 7,931 citations Emma Strubell 2014–2020 on 17 papers 4 papers here · 5,729 citations Luke Vilnis 2013–2021 on 18 papers 2 papers here · 4,904 citations Milad Nasr 2016–2022 on 16 papers 2 papers here · 7,322 citations Tu Vu 2018–2024 on 15 papers 4 papers here · 4,329 citations Noah Constant current · 2010–2024 on 9 papers 10 papers here · 7,182 citations Hanna Wallach 2007–2018 on 31 papers 3 papers here · 4,159 citations Su Lin Blodgett 2016–2022 on 8 papers 4 papers here · 2,725 citations Alexandre Passos 2009–2015 on 10 papers 3 papers here · 1,830 citations Patrick Verga current · 2012–2021 on 18 papers 2 papers here · 1,492 citations Aron Culotta 2004–2009 on 18 papers 2 papers here · 1,210 citations David Mimno 2006–2012 on 14 papers · education (Wikidata) · employment (Wikidata) 3 papers here · 2,548 citations Hamed Zamani current · 2016–2026 on 148 papers · employment (Wikidata) 2 papers here · 1,041 citations Jason Naradowsky 2009–2012 on 5 papers 3 papers here · 2,404 citations Chuang Gan current · 2022–2026 on 61 papers 2 papers here · 1,996 citations Marzena Karpinska current · 2019–2026 on 25 papers 4 papers here · 934 citations Johnny Wei 2017–2021 on 8 papers 3 papers here · 620 citations Michael Wick 2006–2017 on 18 papers 2 papers here · 269 citations Brian Dillon current · 2007–2026 on 50 papers 3 papers here · 13 citations Also published with this affiliation (74) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Quoc V. Le 2015–2024 on 4 papers 31 papers here · 89,242 citations Trevor Darrell 2023–2024 on 2 papers 8 papers here · 43,407 citations Luke Zettlemoyer 2018 on 2 papers 69 papers here · 48,223 citations Denny Zhou 2023–2024 on 2 papers 16 papers here · 30,219 citations Christopher Potts 2003–2015 on 12 papers 16 papers here · 19,673 citations Ananya Ganesh 2018–2021 on 4 papers 2 papers here · 4,090 citations John Wieting 2020–2022 on 3 papers 8 papers here · 9,883 citations Wei Li 2003 on 2 papers 8 papers here · 6,011 citations Daniel Cer 2022 on 2 papers 15 papers here · 11,340 citations Thang Luong 2023–2024 on 2 papers 6 papers here · 8,607 citations Sebastian Riedel 2009–2022 on 23 papers 17 papers here · 18,749 citations Eunsol Choi 2018–2023 on 2 papers 11 papers here · 7,832 citations Sameer Singh 2009–2021 on 23 papers · education (ORCID) · education (Wikidata) 14 papers here · 8,012 citations Mark Yatskar 2018 on 2 papers 9 papers here · 6,236 citations Chris Tar 2023–2024 on 2 papers 5 papers here · 5,050 citations Yun-Hsuan Sung 2023–2024 on 2 papers 5 papers here · 2,967 citations Nianwen Xue 2019–2020 on 2 papers 22 papers here · 5,725 citations Partha Talukdar 2007–2022 on 2 papers 4 papers here · 2,826 citations Byron C. Wallace 2023 on 1 paper · education (Wikidata) 8 papers here · 4,124 citations Zhiguo Wang current · 2024–2025 on 2 papers 6 papers here · 2,398 citations Jerry Wei current · 2023–2024 on 2 papers 3 papers here · 835 citations Stephan Oepen 2019–2020 on 2 papers 13 papers here · 1,529 citations Manzil Zaheer 2020–2023 on 2 papers 3 papers here · 1,258 citations Wuwei Lan 2024–2025 on 2 papers 2 papers here · 756 citations Hong Yu 2019–2024 on 2 papers 2 papers here · 366 citations The first 25; all on the full list below.
See all 96 people →
📄 Works in our library (49)The most cited first (OpenAlex citations plus our library's).
SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al. 2019 · 38,317 citations Energy and Policy Considerations for Deep Learning in NLP Emma Strubell, Ananya Ganesh, Andrew McCallum 2019 · 4,049 citations Generating Sentences from a Continuous Space Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al. 2016 · 2,367 citations A Language Modeling Approach to Information Retrieval Jay M. Ponte, W. Bruce Croft 1998 · 1,867 citations Language (Technology) is Power: A Critical Survey of “Bias” in NLP Su Lin Blodgett, Solon Barocas, Hal Daumé III, et al. 2020 · 1,700 citations Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons Andrew McCallum, Wei Li 2003 · 1,335 citations Optimizing Semantic Coherence in Topic Models David Mimno, Hanna Wallach, Edmund Talley, et al. 2011 · 1,334 citations QuAC: Question Answering in Context Eunsol Choi, He He, Mohit Iyyer, et al. 2018 · 1,057 citations Dependency Tree Kernels for Relation Extraction Aron Culotta, Jeffrey Sorensen 2004 · 998 citations FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min, Kalpesh Krishna, Xinxi Lyu, et al. 2023 · 970 citations Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer, John Wieting, Kevin Gimpel, et al. 2018 · 936 citations Linguistically-Informed Self-Attention for Semantic Role Labeling Emma Strubell, Patrick Verga, Daniel Andor, et al. 2018 · 598 citations Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al. 2014 · 593 citations Chinese Segmentation and New Word Detection using Conditional Random Fields Fuchun Peng, Fangfang Feng, Andrew McCallum 2004 · 586 citations Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell, Patrick Verga, David Belanger, et al. 2017 · 544 citations Demographic Dialectal Variation in Social Media: A Case Study of African-American English Su Lin Blodgett, Lisa Green, Brendan O'Connor 2016 · 470 citations SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications Isabelle Augenstein, Mrinal Das, Sebastian Riedel, et al. 2017 · 435 citations The Media Frames Corpus: Annotations of Frames Across Issues Dallas Card, Amber E. Boydstun, Justin H. Gross, et al. 2015 · 359 citations Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna, John Wieting, Mohit Iyyer 2020 · 348 citations SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu, Brian Lester, Noah Constant, et al. 2022 · 300 citations Results of the WMT19 Metrics Shared Task: Segment-Level and Strong MT Systems Pose Big Challenges Qingsong Ma, Johnny Wei, Ondřej Bojar, et al. 2019 · 283 citations LaMP: When Large Language Models Meet Personalization Alireza Salemi, Sheshera Mysore, Michael Bendersky, et al. 2024 · 239 citations Hurdles to Progress in Long-form Question Answering Kalpesh Krishna, Aurko Roy, Mohit Iyyer 2021 · 227 citations First-Order Probabilistic Models for Coreference Resolution Aron Culotta, Michael Wick, Andrew McCallum 2007 · 212 citations Results of the WMT20 Metrics Shared Task Nitika Mathur, Johnny Wei, Markus Freitag, et al. 2020 · 195 citations See all 49 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
📏 Evaluation & benchmarks ( 8) 🔁 Machine translation ( 6) 🔗 Coreference resolution ( 5) 🧠 Language models & pretraining ( 5) 🔍 Information retrieval & search ( 4) 🏷️ Named entity recognition ( 3) 🌳 Dependency parsing ( 2) ❓ Question answering ( 2) ✍️ Text generation ( 2) 🌐 Universal Dependencies ( 1) 🎭 Semantic role labeling ( 1) 🔎 Information extraction ( 1) 📝 Summarization ( 1) 🧮 Reasoning ( 1) 🛡️ Bias, fairness & safety ( 1)
1 more topics 🖼️ Vision & language ( 1)
📚 Fields🗣️ Linguistics & languages ( 21) 💬 Natural language processing ( 21) 🌐 Machine translation ( 8) 🖥️ Computing & GPUs ( 2) 🤖 AI & machine learning ( 1) ➗ Mathematics & statistics ( 1)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
Google9 University of Washington4 Microsoft4 Allen Institute for Artificial Intelligence4 University of Maryland, College Park4 Charles University4 Dublin City University4 ETH Zurich4 Carnegie Mellon University3 Johns Hopkins University3 University of Amsterdam3 Stanford University2
🏛️ Parent and unitsPart of University of Massachusetts System
Related Center for Hierarchical Manufacturing
From the Research Organization Registry (ROR); those with a page here are linked.
Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at University of Massachusetts Amherst; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.
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