| 2026 | EACL | Offline Preference Optimization via Maximum Marginal Likelihood Estimation. | Saeed Najafi, Alona Fyshe |
| 2025 | ICLR | Finding Shared Decodable Concepts and their Negations in the Brain. | Cory Daniel Efird, Alex Murphy, Joel Zylberberg, Alona Fyshe |
| 2024 | ACL | RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models. | Saeed Najafi, Alona Fyshe |
| 2024 | AI | SoftSkillQG: Robust Skill-Targeted Reading Comprehension Question Generation Using Soft-prompts. | Spencer McIntosh von der Ohe, Alona Fyshe |
| 2024 | EDM | DISTO: Textual Distractors for Multiple Choice Reading Comprehension Questions using Negative Sampling. | Bilal Ghanem, Alona Fyshe |
| 2024 | NAACL | Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments. | D. McKnight, Alona Fyshe |
| 2023 | EACL | Weakly-Supervised Questions for Zero-Shot Relation Extraction. | Saeed Najafi, Alona Fyshe |
| 2023 | EMNLP | Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers. | Daniela Teodorescu, Tiffany Cheng, Alona Fyshe, Saif M. Mohammad |
| 2022 | ACL | Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask. | Bilal Ghanem, Lauren Lutz Coleman, Julia Rivard Dexter, Spencer McIntosh von der Ohe, Alona Fyshe |
| 2022 | EDM | Predicting Reading Comprehension Scores of Elementary School Students. | Yuyang Nie, Helene Deacon, Alona Fyshe, Carrie Demmans Epp |
| 2022 | ICLR | Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum. | Kirby Banman, Liam Peet-Pare, Nidhi Hegde, Alona Fyshe, Martha White |
| 2021 | CogSci | Which acoustic features support the language-cognition link in infancy: A machine-learning approach. | Joseph C. Y. Lau, Alona Fyshe, Sandra Waxman |
| 2020 | EMNLP | From Language to Language-ish: How Brain-Like is an LSTM's Representation of Atypical Language Stimuli? | Maryam Hashemzadeh, Greta Kaufeld, Martha White, Andrea E. Martin, Alona Fyshe |
| 2020 | ICLR | Maxmin Q-learning: Controlling the Estimation Bias of Q-learning. | Qingfeng Lan, Yangchen Pan, Alona Fyshe, Martha White |
| 2018 | EMNLP | Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models. | Avery Hiebert, Cole Peterson, Alona Fyshe, Nishant A. Mehta |
| 2018 | MMSP | Decoding Music in the Human Brain Using EEG Data. | Chris Foster, Dhanush Dharmaretnam, Haoyan Xu, Alona Fyshe, George Tzanetakis |
| 2018 | NAACL | The Emergence of Semantics in Neural Network Representations of Visual Information. | Dhanush Dharmaretnam, Alona Fyshe |
| 2016 | EMNLP | Poet Admits // Mute Cypher: Beam Search to find Mutually Enciphering Poetic Texts. | Cole Peterson, Alona Fyshe |
| 2016 | EMNLP | BrainBench: A Brain-Image Test Suite for Distributional Semantic Models. | Haoyan Xu, Brian Murphy, Alona Fyshe |
| 2015 | NAACL | A Compositional and Interpretable Semantic Space. | Alona Fyshe, Leila Wehbe, Partha Pratim Talukdar, Brian Murphy, Tom M. Mitchell |
| 2014 | ACL | Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning. | Alona Fyshe, Partha Pratim Talukdar, Brian Murphy, Tom M. Mitchell |
| 2014 | KDD | Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. | Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos |
| 2013 | CoNLL | Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition. | Alona Fyshe, Brian Murphy, Partha Pratim Talukdar, Tom M. Mitchell |
| 2006 | AAAI | Visual Explanation of Evidence with Additive Classifiers. | Brett Poulin, Roman Eisner, Duane Szafron, Paul Lu, Russell Greiner, David S. Wishart, Alona Fyshe, Brandon Pearcy, Cam Macdonell, John Anvik |
| 2005 | AAAI | The Proteome Analyst Suite of Automated Function Prediction Tools. | Brett Poulin, Duane Szafron, Paul Lu, Russell Greiner, David S. Wishart, Roman Eisner, Alona Fyshe, Brandon Pearcy, Luca Pireddu |