| 2025 | ACL | Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training. | Jaydeep Borkar, Matthew Jagielski, Katherine Lee, Niloofar Mireshghallah, David A. Smith, Christopher A. Choquette-Choo |
| 2025 | NAACL | Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers. | Shijia Liu, David A. Smith |
| 2024 | ICDAR | Mind the Gap:Analyzing Lacunae with Transformer-Based Transcription. | Jaydeep Borkar, David A. Smith |
| 2024 | ICDAR | MONSTERMASH: Multidirectional, Overlapping, Nested, Spiral Text Extraction for Recognition Models of Arabic-Script Handwriting. | Danlu Chen, Jacob Murel, Taimoor Shahid, Xiang Zhang, Jonathan Parkes Allen, Taylor Berg-Kirkpatrick, David A. Smith |
| 2024 | ICDAR | Self-training and Active Learning with Pseudo-relevance Feedback for Handwriting Detection in Historical Print. | Jacob Murel, David A. Smith |
| 2024 | ICDAR | Retrieving and Analyzing Translations of American Newspaper Comics with Visual Evidence. | Jacob Murel, David A. Smith |
| 2024 | ICPRAM | Detecting Manuscript Annotations in Historical Print: Negative Evidence and Evaluation Metrics. | Jacob Murel, David A. Smith |
| 2021 | EACL | Content-based Models of Quotation. | Ansel MacLaughlin, David A. Smith |
| 2021 | ICDAR | Digital Editions as Distant Supervision for Layout Analysis of Printed Books. | Alejandro H. Toselli, Si Wu, David A. Smith |
| 2020 | COLING | Detecting de minimis Code-Switching in Historical German Books. | Shijia Liu, David A. Smith |
| 2020 | ICWSM | Source Attribution: Recovering the Press Releases Behind Health Science News. | Ansel MacLaughlin, John Wihbey, Aleszu Bajak, David A. Smith |
| 2020 | UIST | The Augmented Conversation and the Amplified World. | David A. Smith |
| 2018 | AAAI | Contrastive Training for Models of Information Cascades. | Shaobin Xu, David A. Smith |
| 2018 | ICWSM | Predicting News Coverage of Scientific Articles. | Ansel MacLaughlin, John Wihbey, David A. Smith |
| 2017 | VR | A perspective from the long view: 35 Years in VR (Keynote). | David A. Smith |
| 2016 | AAAI | Automatic Construction of Evaluation Sets and Evaluation of Document Similarity Models in Large Scholarly Retrieval Systems. | Kriste Krstovski, David A. Smith, Michael J. Kurtz |
| 2016 | NAACL | Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora. | Kriste Krstovski, David A. Smith |
| 2016 | NAACL | Online Multilingual Topic Models with Multi-Level Hyperpriors. | Kriste Krstovski, David A. Smith, Michael J. Kurtz |
| 2015 | SIGIR | Evaluating Retrieval Models through Histogram Analysis. | Kriste Krstovski, David A. Smith, Michael J. Kurtz |
| 2014 | FlAIRS | Identifying Social Deliberative Behavior from Online Communication - A Cross-Domain Study. | Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith |
| 2014 | ITS | Social Network Signatures of Effective Online Communication. | Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith |
| 2014 | VR | The Virtual World Framework: Collaborative virtual environments on the web. | Eric Burns, David Easter, Rob Chadwick, David A. Smith, Carl Rosengrant |
| 2013 | ACSSC | Signal classification of satellite-based recordings of radiofrequency (RF) transients using data-adaptive dictionaries. | Daniela I. Moody, David A. Smith, Tess E. Light, Matthew J. Heavner, Timothy D. Hamlin, David M. Suszcynsky |
| 2013 | EDM | Mining Social Deliberation in Online Communication - If You Were Me and I Were You. | Xiaoxi Xu, Tom Murray, Beverly Park Woolf, David A. Smith |
| 2013 | ICDAR | Using a Probabilistic Syllable Model to Improve Scene Text Recognition. | Jacqueline L. Feild, Erik G. Learned-Miller, David A. Smith |
| 2013 | ICTIR | Efficient Nearest-Neighbor Search in the Probability Simplex. | Kriste Krstovski, David A. Smith, Hanna M. Wallach, Andrew McGregor |
| 2012 | ACL | Discovering Factions in the Computational Linguistics Community. | Yanchuan Sim, Noah A. Smith, David A. Smith |
| 2012 | COLING | Grammarless Parsing for Joint Inference. | Jason Naradowsky, Tim Vieira, David A. Smith |
| 2012 | EMNLP | Improving NLP through Marginalization of Hidden Syntactic Structure. | Jason Naradowsky, Sebastian Riedel, David A. Smith |
| 2012 | EMNLP | Parse, Price and Cut--Delayed Column and Row Generation for Graph Based Parsers. | Sebastian Riedel, David A. Smith, Andrew McCallum |
| 2012 | SIGIR | A framework for manipulating and searching multiple retrieval types. | Marc-Allen Cartright, Ethem F. Can, William Dabney, Jeff Dalton, Logan Giorda, Kriste Krstovski, Xiaoye Wu, Ismet Zeki Yalniz, James Allan, R. Manmatha, David A. Smith |
| 2011 | ACL | Joint Annotation of Search Queries. | Michael Bendersky, W. Bruce Croft, David A. Smith |
| 2011 | ACL | A Discriminative Model for Joint Morphological Disambiguation and Dependency Parsing. | John Lee, Jason Naradowsky, David A. Smith |
| 2011 | CIKM | Passage retrieval for incorporating global evidence in sequence labeling. | Jeffrey Dalton, James Allan, David A. Smith |
| 2011 | CIKM | Evaluating an associative browsing model for personal information. | Jin Young Kim, W. Bruce Croft, David A. Smith, Anton Bakalov |
| 2011 | CIKM | A quasi-synchronous dependence model for information retrieval. | Jae Hyun Park, W. Bruce Croft, David A. Smith |
| 2011 | CIKM | Mining relational structure from millions of books: position paper. | David A. Smith, R. Manmatha, James Allan |
| 2011 | ECIR | Passage Reranking for Question Answering Using Syntactic Structures and Answer Types. | Elif Aktolga, James Allan, David A. Smith |
| 2010 | CIKM | Structural annotation of search queries using pseudo-relevance feedback. | Michael Bendersky, W. Bruce Croft, David A. Smith |
| 2010 | CIKM | Building a semantic representation for personal information. | Jin Young Kim, Anton Bakalov, David A. Smith, W. Bruce Croft |
| 2010 | CIKM | Modeling reformulation using passage analysis. | Xiaobing Xue, W. Bruce Croft, David A. Smith |
| 2010 | NAACL | Relaxed Marginal Inference and its Application to Dependency Parsing. | Sebastian Riedel, David A. Smith |
| 2010 | UAI | Inference by Minimizing Size, Divergence, or their Sum. | Sebastian Riedel, David A. Smith, Andrew McCallum |
| 2009 | CIKM | Online community search using thread structure. | Jangwon Seo, W. Bruce Croft, David A. Smith |
| 2009 | EMNLP | Polylingual Topic Models. | David M. Mimno, Hanna M. Wallach, Jason Naradowsky, David A. Smith, Andrew McCallum |
| 2009 | EMNLP | Parser Adaptation and Projection with Quasi-Synchronous Grammar Features. | David A. Smith, Jason Eisner |
| 2009 | SIGIR | Two-stage query segmentation for information retrieval. | Michael Bendersky, W. Bruce Croft, David A. Smith |
| 2008 | EMNLP | Dependency Parsing by Belief Propagation. | David A. Smith, Jason Eisner |
| 2007 | EMNLP | Log-Linear Models of Non-Projective Trees, $k$-best MST Parsing and Tree-Ranking. | Keith B. Hall, Jir Havelka, David A. Smith |
| 2007 | EMNLP | Bootstrapping Feature-Rich Dependency Parsers with Entropic Priors. | David A. Smith, Jason Eisner |
| 2007 | EMNLP | Probabilistic Models of Nonprojective Dependency Trees. | David A. Smith, Noah A. Smith |
| 2006 | ACL | Minimum Risk Annealing for Training Log-Linear Models. | David A. Smith, Jason Eisner |
| 2006 | CoNLL | Vine Parsing and Minimum Risk Reranking for Speed and Precision. | Markus Dreyer, David A. Smith, Noah A. Smith |
| 2005 | NAACL | Context-Based Morphological Disambiguation with Random Fields. | Noah A. Smith, David A. Smith, Roy W. Tromble |
| 2004 | EMNLP | Bilingual Parsing with Factored Estimation: Using English to Parse Korean. | David A. Smith, Noah A. Smith |
| 2002 | SIGIR | Detecting and Browsing Events in Unstructured text. | David A. Smith |