| 2026 | AAAI | Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation. | Deepak Pandita, Flip Korn, Chris Welty, Christopher M. Homan |
| 2026 | EACL | How Many Ratings per Item are Necessary for Reliable Significance Testing? | Christopher M. Homan, Flip Korn, Deepak Pandita, Chris Welty |
| 2023 | ACL | Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance. | Shira Wein, Christopher Homan, Lora Aroyo, Chris Welty |
| 2022 | KDD | Vexation-Aware Active Learning for On-Menu Restaurant Dish Availability. | Jean-Franois Kagy, Flip Korn, Afshin Rostamizadeh, Chris Welty |
| 2022 | LREC | Annotator Response Distributions as a Sampling Frame. | Christopher Homan, Tharindu Cyril Weerasooriya, Lora Aroyo, Chris Welty |
| 2021 | HCOMP | Rapid Instance-Level Knowledge Acquisition for Google Maps from Class-Level Common Sense. | Chris Welty, Lora Aroyo, Flip Korn, Sara M. McCarthy, Shubin Zhao |
| 2020 | COLING | Embedding Semantic Taxonomies. | Alyssa Lees, Chris Welty, Shubin Zhao, Jacek Korycki, Sara Mc Carthy |
| 2019 | NAACL | A Crowdsourced Frame Disambiguation Corpus with Ambiguity. | Anca Dumitrache, Lora Aroyo, Chris Welty |
| 2019 | WWW | Crowdsourcing Inclusivity: Dealing with Diversity of Opinions, Perspectives and Ambiguity in Annotated Data. | Lora Aroyo, Anca Dumitrache, Oana Inel, Zoltn Szlvik, Benjamin Timmermans, Chris Welty |
| 2019 | WWW | Discovering User Bias in Ordinal Voting Systems. | Alyssa Lees, Chris Welty |
| 2018 | EMNLP | Crowdsourcing Semantic Label Propagation in Relation Classification. | Anca Dumitrache, Lora Aroyo, Chris Welty |
| 2018 | HCOMP | Capturing Ambiguity in Crowdsourcing Frame Disambiguation. | Anca Dumitrache, Lora Aroyo, Chris Welty |
| 2018 | HCOMP | CrowdTruth 2.0: Quality Metrics for Crowdsourcing with Disagreement (short paper). | Anca Dumitrache, Oana Inel, Lora Aroyo, Benjamin Timmermans, Chris Welty |
| 2018 | WWW | Augmenting Intelligence with Humans-in-the-Loop (HumL@WWW2018) Chairs' Welcome & Organization. | Lora Aroyo, Gianluca Demartini, Anna Lisa Gentile, Chris Welty |
| 2018 | WWW | The Quantum Collective. | Lora Aroyo, Chris Welty |
| 2013 | IJCNLP | Long-Distance Time-Event Relation Extraction. | Alessandro Moschitti, Siddharth Patwardhan, Chris Welty |
| 2010 | COLING | Learning to Predict Readability using Diverse Linguistic Features. | Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty |