| 2025 | ACL | Who Taught You That? Tracing Teachers in Model Distillation. | Somin Wadhwa, Chantal Shaib, Silvio Amir, Byron C. Wallace |
| 2025 | EMNLP | Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare. | Hiba Ahsan, Arnab Sen Sharma, Silvio Amir, David Bau, Byron C. Wallace |
| 2024 | EMNLP | Investigating Mysteries of CoT-Augmented Distillation. | Somin Wadhwa, Silvio Amir, Byron C. Wallace |
| 2024 | NAACL | On-the-fly Definition Augmentation of LLMs for Biomedical NER. | Monica Munnangi, Sergey Feldman, Byron C. Wallace, Silvio Amir, Tom Hope, Aakanksha Naik |
| 2023 | ACL | Revisiting Relation Extraction in the era of Large Language Models. | Somin Wadhwa, Silvio Amir, Byron C. Wallace |
| 2023 | EACL | RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media. | Somin Wadhwa, Vivek Khetan, Silvio Amir, Byron C. Wallace |
| 2023 | ICWSM | An Example of (Too Much) Hyper-Parameter Tuning In Suicide Ideation Detection. | Annika Marie Schoene, John E. Ortega, Silvio Amir, Kenneth Church |
| 2022 | WWW | UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. | Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang |
| 2021 | NAACL | On the Impact of Random Seeds on the Fairness of Clinical Classifiers. | Silvio Amir, Jan-Willem van de Meent, Byron C. Wallace |
| 2020 | ICWSM | Aligning Public Feedback to Requests for Comments on Regulations.gov. | Manya Wadhwa, Silvio Amir, Mark Dredze |
| 2016 | CoNLL | Modelling Context with User Embeddings for Sarcasm Detection in Social Media. | Silvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho, Mrio J. Silva |
| 2015 | ACL | Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces. | Ramn Fernandez Astudillo, Silvio Amir, Wang Ling, Mrio J. Silva, Isabel Trancoso |
| 2015 | EMNLP | Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation. | Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso, Ramon Fermandez, Silvio Amir, Lus Marujo, Tiago Lus |
| 2015 | EMNLP | Not All Contexts Are Created Equal: Better Word Representations with Variable Attention. | Wang Ling, Yulia Tsvetkov, Silvio Amir, Ramon Fermandez, Chris Dyer, Alan W. Black, Isabel Trancoso, Chu-Cheng Lin |