| 2025 | ICLR | Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs. | Shane Bergsma, Nolan Simran Dey, Gurpreet Gosal, Gavia Gray, Daria Soboleva, Joel Hestness |
| 2022 | CLOUD | CoSpot: a cooperative VM allocation framework for increased revenue from spot instances. | Syed M. Iqbal, Haley Li, Shane Bergsma, Ivan Beschastnikh, Alan J. Hu |
| 2021 | SOSP | Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks. | Shane Bergsma, Timothy Zeyl, Arik Senderovich, J. Christopher Beck |
| 2019 | ICDCS | Minimum Makespan Workflow Scheduling for Malleable Jobs with Precedence Constraints and Lifetime Resource Demands. | Chen Chen, Xiaodi Ke, Timothy Zeyl, Kaixiang Du, Sam Sanjabi, Shane Bergsma, Reza Pournaghi, Chong Chen |
| 2014 | ACL | I'm a Belieber: Social Roles via Self-identification and Conceptual Attributes. | Charley Beller, Rebecca Knowles, Craig Harman, Shane Bergsma, Margaret Mitchell, Benjamin Van Durme |
| 2014 | AI | Learning to Measure Influence in a Scientific Social Network. | Shane Bergsma, Regan L. Mandryk, Gordon McCalla |
| 2013 | ACL | Using Conceptual Class Attributes to Characterize Social Media Users. | Shane Bergsma, Benjamin Van Durme |
| 2013 | ACL | Explicit and Implicit Syntactic Features for Text Classification. | Matt Post, Shane Bergsma |
| 2013 | NAACL | Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter. | Shane Bergsma, Mark Dredze, Benjamin Van Durme, Theresa Wilson, David Yarowsky |
| 2012 | NAACL | Stylometric Analysis of Scientific Articles. | Shane Bergsma, Matt Post, David Yarowsky |
| 2011 | ACL | Using Large Monolingual and Bilingual Corpora to Improve Coordination Disambiguation. | Shane Bergsma, David Yarowsky, Kenneth Ward Church |
| 2011 | ACL | Joint Training of Dependency Parsing Filters through Latent Support Vector Machines. | Colin Cherry, Shane Bergsma |
| 2011 | IJCAI | Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images. | Shane Bergsma, Benjamin Van Durme |
| 2011 | RANLP | Using Visual Information to Predict Lexical Preference. | Shane Bergsma, Randy Goebel |
| 2010 | ACL | Creating Robust Supervised Classifiers via Web-Scale N-Gram Data. | Shane Bergsma, Emily Pitler, Dekang Lin |
| 2010 | COLING | Fast and Accurate Arc Filtering for Dependency Parsing. | Shane Bergsma, Colin Cherry |
| 2010 | COLING | Using Web-scale N-grams to Improve Base NP Parsing Performance. | Emily Pitler, Shane Bergsma, Dekang Lin, Kenneth Ward Church |
| 2010 | CoNLL | Improved Natural Language Learning via Variance-Regularization Support Vector Machines. | Shane Bergsma, Dekang Lin, Dale Schuurmans |
| 2010 | EMNLP | Predicting the Semantic Compositionality of Prefix Verbs. | Shane Bergsma, Aditya Bhargava, Hua He, Grzegorz Kondrak |
| 2010 | LREC | New Tools for Web-Scale N-grams. | Dekang Lin, Kenneth Ward Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani, Sushant Narsale |
| 2009 | ACL | A Ranking Approach to Stress Prediction for Letter-to-Phoneme Conversion. | Qing Dou, Shane Bergsma, Sittichai Jiampojamarn, Grzegorz Kondrak |
| 2009 | CoNLL | Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | IJCAI | Web-Scale N-gram Models for Lexical Disambiguation. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2008 | ACL | Distributional Identification of Non-Referential Pronouns. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2008 | EMNLP | Discriminative Learning of Selectional Preference from Unlabeled Text. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2007 | ACL | Alignment-Based Discriminative String Similarity. | Shane Bergsma, Grzegorz Kondrak |
| 2007 | EMNLP | Learning Noun Phrase Query Segmentation. | Shane Bergsma, Qin Iris Wang |
| 2007 | NAACL | Automatic Answer Typing for How-Questions. | Christopher Pinchak, Shane Bergsma |
| 2006 | ACL | Bootstrapping Path-Based Pronoun Resolution. | Shane Bergsma, Dekang Lin |
| 2005 | AI | Automatic Acquisition of Gender Information for Anaphora Resolution. | Shane Bergsma |
| 2005 | CoNLL | An Expectation Maximization Approach to Pronoun Resolution. | Colin Cherry, Shane Bergsma |