🎓 Works of University of Southern California

86 works · the most cited first · ← University of Southern California

1. Automatic Evaluation of Summaries Using N-gram Co-occurrence StatisticsChin-Yew Lin, Eduard Hovy2003 · 1,967 citations
2. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
3. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,677 citations
4. A Syntax-based Statistical Translation ModelKenji Yamada, Kevin Knight2001 · 1,018 citations
5. GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsJoshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,012 citations
6. Learning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 970 citations
7. Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram StatisticsChin-Yew Lin, Franz Josef Och2004 · 937 citations
8. Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure TheoryLynn Carlson, Daniel Marcu, Mary Ellen Okurovsky2001 · 912 citations
9. The Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.2019 · 751 citations
10. ProgPrompt: Generating Situated Robot Task Plans using Large Language ModelsIshika Singh, Valts Blukis, Arsalan Mousavian, et al.2022 · 710 citations
11. Style Transfer in Text: Exploration and EvaluationZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 701 citations
12. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic RelationsPatrick Pantel, Marco Pennacchiotti2006 · 680 citations
13. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
14. A Phrase-Based,Joint Probability Model for Statistical Machine TranslationDaniel Marcu, Daniel Wong2002 · 661 citations
15. Scalable Inference and Training of Context-Rich Syntactic Translation ModelsMichel Galley, Jonathan Graehl, Kevin Knight, et al.2006 · 638 citations
16. Towards a Unified View of Parameter-Efficient Transfer LearningJunxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 604 citations
17. The Automated Acquisition of Topic Signatures for Text SummarizationChin-Yew Lin, Eduard Hovy2000 · 585 citations
18. A Robustly Optimized BERT Pre-training Approach with Post-trainingLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 585 citations
19. Improving Machine Translation Performance by Exploiting Non-Parallel CorporaDragos Stefan Munteanu, Daniel Marcu2005 · 576 citations
20. Sentence Level Discourse Parsing using Syntactic and Lexical InformationRadu Soricut, Daniel Marcu2003 · 560 citations
21. Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media TextSoo-Min Kim, Eduard Hovy2006 · 559 citations
22. Generation that Exploits Corpus-Based Statistical KnowledgeIrene Langkilde, Kevin Knight1998 · 521 citations
23. An Unsupervised Approach to Recognizing Discourse RelationsDaniel Marcu, Abdessamad Echihabi2002 · 513 citations
24. Empirical Methods for Compound SplittingPhilipp Koehn, Kevin Knight2003 · 507 citations
25. Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 492 citations
26. Multi-Source Neural TranslationBarret Zoph, Kevin Knight2016 · 432 citations
27. Empower Sequence Labeling with Task-Aware Neural Language ModelLiyuan Liu, Jingbo Shang, Frank F. Xu, et al.2017 · 419 citations
28. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
29. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 379 citations
30. AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language ModelsXiaogeng Liu, Nan Xu, Muhao Chen, et al.2023 · 333 citations
31. Learning a Translation Lexicon from Monolingual CorporaPhilipp Koehn, Kevin Knight2002 · 332 citations
32. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations
33. Decoding with Large-Scale Neural Language Models Improves TranslationAshish Vaswani, Yinggong Zhao, Victoria Fossum, et al.2013 · 314 citations
34. Fast Decoding and Optimal Decoding for Machine TranslationUlrich Germann, Michael Jahr, Kevin Knight, et al.2001 · 312 citations
35. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset CreationAlisa Liu, Swabha Swayamdipta, Noah A. Smith, et al.2022 · 312 citations
36. Learning Named Entity Tagger using Domain-Specific DictionaryJingbo Shang, Liyuan Liu, Xiaotao Gu, et al.2018 · 301 citations
37. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringYanlin Feng, Xinyue Chen, Bill Yuchen Lin, et al.2020 · 295 citations
38. Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New SentencesBo Pang, Kevin Knight, Daniel Marcu2003 · 289 citations
39. The rhetorical parsing of unrestricted texts: a surface-based approachDaniel Marcu2000 · 281 citations
40. Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsWenhao Yu, Dan Iter, Shuohang Wang, et al.2022 · 280 citations
41. Semantic Class Learning from the Web with Hyponym Pattern Linkage GraphsZornitsa Kozareva, Ellen Riloff, Eduard Hovy2008 · 273 citations
42. Toward Semantics-Based Answer PinpointingEduard Hovy, Laurie Gerber, Ulf Hermjakob, et al.2001 · 263 citations
43. Societal Biases in Language Generation: Progress and ChallengesEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 252 citations
44. Factuality Challenges in the Era of Large Language ModelsIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 241 citations
45. Structured Perceptron with Inexact SearchLiang Huang, Suphan Fayong, Yang Guo2012 · 235 citations
46. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
47. Unsupervised Event Coreference Resolution with Rich Linguistic FeaturesCosmin Bejan, Sanda Harabagiu2010 · 233 citations
48. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelI-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
49. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
50. Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsBill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 216 citations
51. AlpaGasus: Training A Better Alpaca with Fewer DataLichang Chen, Shiyang Li, Jun Yan, et al.2023 · 214 citations
52. SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal ReasoningAndrew Gordon, Zornitsa Kozareva, Melissa Roemmele2012 · 211 citations
53. Contextualizing Hate Speech Classifiers with Post-hoc ExplanationBrendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 203 citations
54. SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationHyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
55. Anaphoric Annotation in the ARRAU CorpusMassimo Poesio, Ron Artstein2008 · 197 citations
56. Semantics-Based Machine Translation with Hyperedge Replacement GrammarsBevan Jones, Jacob Andreas, Daniel Bauer, et al.2012 · 180 citations
57. On Releasing Annotator-Level Labels and Information in DatasetsVinodkumar Prabhakaran, Aida Mostafazadeh Davani, Mark Diaz2021 · 168 citations
58. Parsing Arabic DialectsDavid Chiang, Mona Diab, Nizar Habash, et al.2006 · 166 citations
59. Towards Controllable Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 166 citations
60. Leveraging Large Language Models for Multiple Choice Question AnsweringJoshua Robinson, Christopher Michael Rytting, David Wingate2022 · 154 citations
61. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.2020 · 149 citations
62. SCOTT: Self-Consistent Chain-of-Thought DistillationPeifeng Wang, Zhengyang Wang, Zheng Li, et al.2023 · 145 citations
63. Context-faithful Prompting for Large Language ModelsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 145 citations
64. Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-StepLiunian Harold Li, Jack Hessel, Youngjae Yu, et al.2023 · 139 citations
65. Generating English from Abstract Meaning RepresentationsNima Pourdamghani, Kevin Knight, Ulf Hermjakob2016 · 111 citations
66. Parsing English into Abstract Meaning Representation Using Syntax-Based Machine TranslationMichael Pust, Ulf Hermjakob, Kevin Knight, et al.2015 · 109 citations
67. R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense KnowledgeTuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, et al.2020 · 86 citations
68. Maximum Entropy Models for FrameNet ClassificationMichael Fleischman, Namhee Kwon, Eduard Hovy2003 · 86 citations
69. Finding the Optimal Vocabulary Size for Neural Machine TranslationThamme Gowda, Jonathan May2020 · 72 citations
70. Infusing Knowledge from Wikipedia to Enhance Stance DetectionZihao He, Negar Mokhberian, Kristina Lerman2022 · 72 citations
71. A Typology of Near-Identity Relations for Coreference (NIDENT)Marta Recasens, Eduard Hovy, M. Antònia Martí2010 · 67 citations
72. Fast Rhetorical Structure Theory Discourse ParsingMichael Heilman, Kenji Sagae2015 · 56 citations
73. Speaker Turn Modeling for Dialogue Act ClassificationZihao He, Leili Tavabi, Kristina Lerman, et al.2021 · 43 citations
74. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityPei Zhou, Hyundong Cho, Pegah Jandaghi, et al.2022 · 34 citations
75. Recognizing Expressions of Commonsense Psychology in English TextAndrew Gordon, Abe Kazemzadeh, Anish Nair, et al.2003 · 28 citations
76. ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationKuan-Hao Huang, Varun Iyer, I-Hung Hsu, et al.2023 · 24 citations
77. LLM-Assisted Rule Based Machine Translation for Low/No-Resource LanguagesJared Coleman, Bhaskar Krishnamachari, Ruben Rosales, et al.2024 · 20 citations
78. ARRAU: Linguistically-Motivated Annotation of Anaphoric DescriptionsOlga Uryupina, Ron Artstein, Antonella Bristot, et al.2016 · 13 citations
79. Character Coreference Resolution in Movie ScreenplaysSabyasachee Baruah, Shrikanth Narayanan2023 · 11 citations
80. The eBible Corpus: Data and Model Benchmarks for Bible Translation for Low-Resource LanguagesVesa Akerman, David Baines, Damien Daspit, et al.2023 · 9 citations
81. Annotating FrameNet via Structure-Conditioned Language GenerationXinyue Cui, Swabha Swayamdipta2024 · 6 citations
82. PANGLOSS: Knowledge-Based Machine TranslationEduard Hovy1994 · 3 citations
83. DRInQ: Evaluating Conversational Implicature with Controlled Context VariationHirona Jacqueline Arai, Xiang Ren2026
84. TabletCraft: Bridging a 4,000-Year Cultural Gap with Bidirectional Akkadian NMT and Cuneiform RenderingZhaohui Geoffrey Wang2026
85. SWAN: Semantic Watermarking with Abstract Meaning RepresentationZiping Ye, Gourab Dey, Christos Christodoulopoulos, et al.2026
86. DiPS: Dialogue Policy Selection for High-Stakes Persuasion AgentsTianyi Zhang, Mousumi Das, Abrar Anwar, et al.2026

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