David A. Smith

16 papers · 2004–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 💎 Century Club · Bronze

Venues

EMNLP (7) ACL (6) NAACL (2) CoNLL (1)

Top co-authors

Noah A. Smith (5) Jason Eisner (3) Jason Naradowsky (2) Markus Dreyer (1) John Lee (1) Ansel MacLaughlin (1) Shijia Liu (1) Jaydeep Borkar (1) Sebastian Riedel (1) Yanchuan Sim (1)

Research topics

Natural Language Processing (3) Machine Learning (2) Applications (2) Computer Vision (1) Analysis (1) Application Areas (1) Core Methods (1) Learning Types (1) Resources & Methods (1) Understanding (1)

Keywords

change point detection (1) sentiment analysis (1) topic modeling (1) named entity recognition (1) bag-of-words model (1) temporal analysis (1) training data (1) personally identifiable information (1) neural model (1) semantic textual similarity (1) plagiarism detection (1) text similarity (1) large language model (1) neural network (1) text reuse detection (1)

Papers

Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025 Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers NAACL 2025 Recovering Lexically and Semantically Reused Texts ACL 2021 Discovering Factions in the Computational Linguistics Community ACL 2012 A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing ACL 2011 Joint Annotation of Search Queries ACL 2011 Relaxed Marginal Inference and its Application to Dependency Parsing NAACL 2010 Parser Adaptation and Projection with Quasi-Synchronous Grammar Features EMNLP 2009 Polylingual Topic Models EMNLP 2009 Bootstrapping Feature-Rich Dependency Parsers with Entropic Priors EMNLP 2007 Log-Linear Models of Non-Projective Trees, k-best MST Parsing and Tree-Ranking EMNLP 2007 Probabilistic Models of Nonprojective Dependency Trees EMNLP 2007 Minimum Risk Annealing for Training Log-Linear Models ACL 2006 Vine Parsing and Minimum Risk Reranking for Speed and Precision CoNLL 2006 Context-Based Morphological Disambiguation with Random Fields EMNLP 2005 Bilingual Parsing with Factored Estimation: Using English to Parse Korean EMNLP 2004