People (152) Authors with a page here who worked or studied at University of Southern California: first those whose cited work was done most here; beside each, their citations.
Core (46) Confirmed by their records, or by their bylines here with a fair part of their work.
Franz Josef Och 2003–2004 on 8 papers 11 papers here · 23,468 citations Eduard Hovy 1988–2018 on 185 papers 35 papers here · 25,596 citations Kevin Knight 1993–2019 on 143 papers 21 papers here · 13,194 citations Philipp Koehn 2002–2003 on 8 papers 42 papers here · 37,944 citations Daniel Marcu current · 1999–2021 on 70 papers 12 papers here · 11,400 citations Ashish Vaswani 2007–2017 on 17 papers 8 papers here · 23,897 citations Kristina Lerman current · 2001–2026 on 1,654 papers 3 papers here · 5,738 citations Ninareh Mehrabi 2018–2024 on 17 papers 3 papers here · 5,723 citations David Chiang 2006–2014 on 29 papers · employment (ORCID) 12 papers here · 7,102 citations Radu Soricut 2002–2007 on 10 papers · education (Wikidata) 6 papers here · 10,364 citations Fred Morstatter current · 2017–2026 on 99 papers 2 papers here · 5,719 citations Xiang Ren current · 2017–2025 on 205 papers · employment (ORCID) · employment (Wikidata) 11 papers here · 5,213 citations Chin-Yew Lin 1993–2006 on 28 papers 10 papers here · 5,187 citations Aram Galstyan current · 2001–2026 on 140 papers 4 papers here · 5,915 citations Nanyun Peng 2017–2023 on 69 papers · employment (ORCID) 11 papers here · 6,534 citations Bill Yuchen Lin 2018–2023 on 25 papers 10 papers here · 4,969 citations Ulf Hermjakob current · 2001–2024 on 25 papers 6 papers here · 2,907 citations Jonathan May current · 2006–2026 on 166 papers · education (ORCID) · employment (ORCID) 5 papers here · 2,361 citations Kenji Yamada 1995–2003 on 7 papers 3 papers here · 2,069 citations Jieyu Zhao current · 2023–2026 on 20 papers 5 papers here · 4,221 citations Deepak Ravichandran 2001–2006 on 10 papers 2 papers here · 1,634 citations Ron Artstein 2008–2024 on 59 papers 4 papers here · 2,206 citations Xuezhe Ma current · 2018–2026 on 35 papers 6 papers here · 2,891 citations Patrick Pantel 2004–2008 on 13 papers 4 papers here · 2,105 citations Jonathan Graehl 1997–2010 on 7 papers 3 papers here · 1,199 citations Also published with this affiliation (106) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Barret Zoph 2015–2016 on 4 papers 8 papers here · 36,869 citations Yejin Choi 2022–2023 on 9 papers 48 papers here · 27,882 citations Marjan Ghazvininejad 2015–2019 on 12 papers 6 papers here · 14,900 citations Noah A. Smith 2022–2023 on 2 papers 61 papers here · 27,685 citations Jason Riesa 2010–2012 on 4 papers 2 papers here · 5,974 citations Dan Roth 2020–2025 on 3 papers 32 papers here · 16,275 citations Kai-Wei Chang 2021–2024 on 6 papers 28 papers here · 14,938 citations Swabha Swayamdipta current · 2021–2026 on 56 papers · employment (ORCID) 10 papers here · 5,354 citations Dirk Hovy 2009–2013 on 6 papers · education (ORCID) · education (Wikidata) 18 papers here · 6,681 citations Maarten Sap 2023 on 2 papers 12 papers here · 9,429 citations Liang Huang 2010–2011 on 3 papers 10 papers here · 3,427 citations Donald Metzler 2010–2012 on 22 papers 7 papers here · 5,776 citations Liyuan Liu 2018–2019 on 2 papers 3 papers here · 2,369 citations Jack Hessel 2023 on 2 papers 9 papers here · 3,612 citations Robin Jia current · 2021–2026 on 78 papers 6 papers here · 6,664 citations Alisa Liu 2022–2023 on 2 papers 5 papers here · 1,880 citations Liwei Jiang 2023 on 3 papers 9 papers here · 2,107 citations Jingbo Shang 2018–2021 on 2 papers 3 papers here · 1,245 citations Haitao Mi 2010 on 2 papers 3 papers here · 1,466 citations Tuhin Chakrabarty 2020 on 4 papers 5 papers here · 684 citations Ximing Lu 2023 on 3 papers 12 papers here · 2,904 citations Jerry Li current · 2026 on 2 papers 2 papers here · 1,739 citations Kuan-Hao Huang 2023–2024 on 2 papers 3 papers here · 430 citations Graham Neubig 2018–2025 on 2 papers 45 papers here · 26,101 citations Niki Parmar current · 2016–2025 on 2 papers 5 papers here · 20,754 citations The first 25; all on the full list below.
See all 152 people →
Works in our library (86) The most cited first (OpenAlex citations plus our library's).
Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics Chin-Yew Lin, Eduard Hovy 2003 · 1,967 citations Survey Article: Inter-Coder Agreement for Computational Linguistics Ron Artstein, Massimo Poesio 2008 · 1,770 citations Determining the Sentiment of Opinions Soo-Min Kim, Eduard Hovy 2004 · 1,677 citations A Syntax-based Statistical Translation Model Kenji Yamada, Kevin Knight 2001 · 1,018 citations GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints Joshua Ainslie, James Lee-Thorp, Michiel de Jong, et al. 2023 · 1,012 citations Learning surface text patterns for a Question Answering System Deepak Ravichandran, Eduard Hovy 2002 · 970 citations Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics Chin-Yew Lin, Franz Josef Och 2004 · 937 citations Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure Theory Lynn Carlson, Daniel Marcu, Mary Ellen Okurovsky 2001 · 912 citations The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al. 2019 · 751 citations ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh, Valts Blukis, Arsalan Mousavian, et al. 2022 · 710 citations Style Transfer in Text: Exploration and Evaluation Zhenxin Fu, Xiaoye Tan, Nanyun Peng, et al. 2017 · 701 citations Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations Patrick Pantel, Marco Pennacchiotti 2006 · 680 citations Cross-lingual Name Tagging and Linking for 282 Languages Xiaoman Pan, Boliang Zhang, Jonathan May, et al. 2017 · 668 citations A Phrase-Based,Joint Probability Model for Statistical Machine Translation Daniel Marcu, Daniel Wong 2002 · 661 citations Scalable Inference and Training of Context-Rich Syntactic Translation Models Michel Galley, Jonathan Graehl, Kevin Knight, et al. 2006 · 638 citations Towards a Unified View of Parameter-Efficient Transfer Learning Junxian He, Chunting Zhou, Xuezhe Ma, et al. 2021 · 604 citations The Automated Acquisition of Topic Signatures for Text Summarization Chin-Yew Lin, Eduard Hovy 2000 · 585 citations A Robustly Optimized BERT Pre-training Approach with Post-training Liu Zhuang, Lin Wayne, Shi Ya, et al. 2021 · 585 citations Improving Machine Translation Performance by Exploiting Non-Parallel Corpora Dragos Stefan Munteanu, Daniel Marcu 2005 · 576 citations Sentence Level Discourse Parsing using Syntactic and Lexical Information Radu Soricut, Daniel Marcu 2003 · 560 citations Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media Text Soo-Min Kim, Eduard Hovy 2006 · 559 citations Generation that Exploits Corpus-Based Statistical Knowledge Irene Langkilde, Kevin Knight 1998 · 521 citations An Unsupervised Approach to Recognizing Discourse Relations Daniel Marcu, Abdessamad Echihabi 2002 · 513 citations Empirical Methods for Compound Splitting Philipp Koehn, Kevin Knight 2003 · 507 citations Does String-Based Neural MT Learn Source Syntax? Xing Shi, Inkit Padhi, Kevin Knight 2016 · 492 citations See all 86 works →
Topics Topics of its works in our library, with the number of works on each.
🔁 Machine translation16 🧠 Language models & pretraining10 🧮 Reasoning10 🧵 Discourse analysis5 🔗 Coreference resolution5 😊 Sentiment & emotion5 🧾 Semantic parsing & meaning representation5 ❓ Question answering4 ✍️ Text generation4 🗨️ Dialogue systems4 📏 Evaluation & benchmarks4 🛡️ Bias, fairness & safety4 📐 Syntax & grammar formalisms3 🏷️ Named entity recognition2 🎭 Semantic role labeling2
14 more topics 🌱 Low-resource languages2 🐪 Semitic languages2 🪶 Efficient models & compression2 𒀭 Akkadian and cuneiform NLP1 💬 Speech act theory1 😉 Implicature1 🔤 Part-of-speech tagging1 🔎 Information extraction1 📝 Summarization1 🌍 Multilingual & cross-lingual NLP1 🧩 Morphology1 ⚖️ Legal AI1 🔍 Information retrieval & search1 🔬 Interpretability1
Fields: Natural language processing (46) · Linguistics & languages (27) · Machine translation (16) · AI & machine learning (5) · Mathematics & statistics (3) · Computing & GPUs (2) · Law (2)
Collaborates with Institutions on the bylines of the same works here; the number is the works they share.
University of California, Los Angeles9 Carnegie Mellon University6 Columbia University6 Stanford University5 University of Illinois Urbana-Champaign5 Google4 University of Washington4 University of Oxford4 Microsoft4 Allen Institute for Artificial Intelligence4 University of Wisconsin–Madison4 University of Maryland, College Park4
Parent and units Units USC Institute for Creative Technologies
Related Cedars-Sinai Medical Center Children's Hospital Los Angeles Good Samaritan Hospital Huntington Hospital Keck Hospital of USC LAC+USC Medical Center VA West Los Angeles Medical Center
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 Southern California; 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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