| 2026 | ACL | Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages. | Saeed Almheiri, Bilal Elbouardi, Salsabila Zahirah Pranida, Irina Nikishina, Ashwath Rao, Parameswari Krishnamurthy, Muhammad Cendekia Airlangga, Rifo Ahmad Genadi, Nguyen Phan Gia Bao, Amir Hossein Yari, Hawau Olamide Toyin, Nurdaulet Mukhituly, Mena Attia, Besher Hassan, Ahmad Fathan Hidayatullah, Tatsuki Kuribayashi, Haonan Li, Suma Bhat, Fajri Koto |
| 2026 | SIGCSE | Examining Students' Code Comprehension with LLMs in Block- and Text-Based Programming. | Shan Zhang, Toni V. Earle-Randell, Priyadharshini Ganapathy Prasad, Zifeng Liu, Yang Shi, Suma Bhat, Maya Israel, Anthony F. Botelho |
| 2026 | SIGCSE | Investigating High School Students' Code Comprehension and Strategy Use Across Block-Based and Text-Based Programming. | Shan Zhang, Priyadharshini Ganapathy Prasad, Toni V. Earle-Randell, Yang Shi, Suma Bhat, Maya Israel |
| 2025 | SIGCSE | An LLM-Based Framework for Simulating, Classifying, and Correcting Students' Programming Knowledge with the SOLO Taxonomy. | Shan Zhang, Pragati Shuddhodhan Meshram, Priyadharshini Ganapathy Prasad, Maya Israel, Suma Bhat |
| 2024 | ACL | Non-compositional Expression Generation and its Continual Learning. | Jianing Zhou, Suma Bhat |
| 2024 | ACL | CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2024 | LAK | The Relation Among Gender, Language, and Posting Type in Online Chemistry Course Discussion Forums. | Genevieve M. Henricks, Michelle Perry, Suma Bhat |
| 2024 | NAACL | No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models. | Kellen Cheng, Suma Bhat |
| 2023 | ACL | CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning. | Jianing Zhou, Ziheng Zeng, Suma Bhat |
| 2023 | EMNLP | Unified Representation for Non-compositional and Compositional Expressions. | Ziheng Zeng, Suma Bhat |
| 2023 | EMNLP | IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. | Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat |
| 2023 | EMNLP | Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2023 | ICML | CRISP: Curriculum based Sequential neural decoders for Polar code family. | S. Ashwin Hebbar, Viraj Vivek Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath |
| 2022 | AAAI | Idiomatic Expression Paraphrasing without Strong Supervision. | Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat |
| 2022 | EDM | Using Machine Learning Explainability Methods to Personalize Interventions for Students. | Paul Hur, Haejin Lee, Suma Bhat, Nigel Bosch |
| 2021 | AAAI | Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention. | Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage |
| 2021 | ACL | Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech. | Wanzheng Zhu, Suma Bhat |
| 2021 | EDM | Promoting Self-regulated Learning in Online Learning by Triggering Tailored Interventions. | Haejin Lee, Paul Hur, Suma Bhat, Nigel Bosch |
| 2021 | EMNLP | Paraphrase Generation: A Survey of the State of the Art. | Jianing Zhou, Suma Bhat |
| 2021 | EMNLP | Euphemistic Phrase Detection by Masked Language Model. | Wanzheng Zhu, Suma Bhat |
| 2021 | LAK | A Social Network Analysis of Online Engagement for College Students Traditionally Underrepresented in STEM. | Destiny Williams-Dobosz, Renato Ferreira Leito Azevedo, Amos Jeng, Vyom Nayan Thakkar, Suma Bhat, Nigel Bosch, Michelle Perry |
| 2021 | LAK | Modeling Consistency Using Engagement Patterns in Online Courses. | Jianing Zhou, Suma Bhat |
| 2021 | SP | Self-Supervised Euphemism Detection and Identification for Content Moderation. | Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat |
| 2020 | CoNLL | Enriching Word Embeddings with Temporal and Spatial Information. | Hongyu Gong, Suma Bhat, Pramod Viswanath |
| 2020 | EDM | Effective Forum Curation via Multi-task Learning. | Faeze Brahman, Nikhil Varghese, Suma Bhat, Snigdha Chaturvedi |
| 2020 | EMNLP | GRUEN for Evaluating Linguistic Quality of Generated Text. | Wanzheng Zhu, Suma Bhat |
| 2020 | INLG | Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer. | Hongyu Gong, Linfeng Song, Suma Bhat |
| 2019 | EMNLP | PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. | Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong |
| 2019 | LAK | DiAd: Domain Adaptation for Learning at Scale. | Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat, Dan Roth |
| 2019 | NAACL | Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. | Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei W. Hwu |
| 2019 | WWW | Context-Sensitive Malicious Spelling Error Correction. | Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath |
| 2018 | ACL | Document Similarity for Texts of Varying Lengths via Hidden Topics. | Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong |
| 2018 | AMIA | Using Conversational Agents to Explain Medication Instructions to Older Adults. | Renato Ferreira Leito Azevedo, Daniel G. Morrow, James F. Graumlich, Ann M. Willemsen-Dunlap, Mark Hasegawa-Johnson, Thomas S. Huang, Kuangxiao Gu, Suma Bhat, Tarek Sakakini, Victor Sadauskas, Donald J. Halpin |
| 2018 | EDM | Who they are and what they want: Understanding the reasons for MOOC enrollment. | R. Wes Crues, Nigel Bosch, Carolyn J. Anderson, Michelle Perry, Suma Bhat, Najmuddin Shaik |
| 2018 | EMNLP | Preposition Sense Disambiguation and Representation. | Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath |
| 2018 | NAACL | Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. | Hongyu Gong, Suma Bhat, Pramod Viswanath |
| 2017 | AAAI | Geometry of Compositionality. | Hongyu Gong, Suma Bhat, Pramod Viswanath |
| 2017 | ACL | Representing Sentences as Low-Rank Subspaces. | Jiaqi Mu, Suma Bhat, Pramod Viswanath |
| 2017 | ACL | MORSE: Semantic-ally Drive-n MORpheme SEgment-er. | Tarek Sakakini, Suma Bhat, Pramod Viswanath |
| 2017 | AMIA | Using Computer Agents to Explain Clinical Test Results. | Renato Ferreira Leito Azevedo, Kuangxiao Gu, Yang Zhang, Victor Sadauskas, Tarek Sakakini, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Suma Bhat, Ann Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich, William Schuh |
| 2017 | AMIA | Dr. Babel Fish: A Machine Translator to Simplify Providers' Language. | Tarek Sakakini, Renato Ferreira Leito Azevedo, Victor Sadauskas, Kuangxiao Gu, Yang Zhang, Suma Bhat, Daniel G. Morrow, Mark Hasegawa-Johnson, Thomas S. Huang, Ann M. Willemsen-Dunlap, Donald J. Halpin, James F. Graumlich |
| 2017 | EDM | Learner Affect Through the Looking Glass: Characterization and Detection of Confusion in Online Courses. | Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat |
| 2017 | ICLR | Geometry of Polysemy. | Jiaqi Mu, Suma Bhat, Pramod Viswanath |
| 2015 | EDM | Seeing the Instructor in Two Video Styles: Preferences and Patterns. | Suma Bhat, Phakpoom Chinprutthiwong, Michelle Perry |
| 2014 | ACL | Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring. | Suma Bhat, Huichao Xue, Su-Youn Yoon |
| 2014 | PACLIC | Machine-guided Solution to Mathematical Word Problems. | Bussaba Amnueypornsakul, Suma Bhat |
| 2013 | FIE | Student perceptions of differences in visual communication mode for an online course in engineering. | Suma Bhat, Geoffrey L. Herman |
| 2012 | EMNLP | Assessment of ESL Learners' Syntactic Competence Based on Similarity Measures. | Su-Youn Yoon, Suma Bhat |
| 2009 | ACL | Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples. | Suma Bhat, Richard Sproat |