UIUC: A Knowledge-rich Approach to Identifying Semantic Relations between Nominals. - Brandon Beamer; Suma Bhat; Brant Chee; Andrew Fister; Alla Rozovskaya; Roxana Girju (SemEval@ACL, 2007)

Variable selection for ad prediction. - Suma Bhat; Kenneth Church 001 (AdKDD@KDD, 2008)

Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples. - Suma Bhat; Richard Sproat (ACL/IJCNLP, 2009)

A knowledge-rich approach to identifying semantic relations between nominals. - Roxana Girju; Brandon Beamer; Alla Rozovskaya; Andrew Fister; Suma Bhat (Inf. Process. Manag., 2010)

Estimation problems in speech and natural language - Suma Bhat (2010)

Vocabulary Profile as a Measure of Vocabulary Sophistication. - Su-Youn Yoon; Suma Bhat; Klaus Zechner (BEA@NAACL-HLT, 2012)

Assessment of ESL Learners' Syntactic Competence Based on Similarity Measures. - Su-Youn Yoon; Suma Bhat (EMNLP-CoNLL, 2012)

Morpheme Segmentation for Kannada Standing on the Shoulder of Giants. - Suma Bhat (WSSANLP@COLING, 2012)

Student perceptions of differences in visual communication mode for an online course in engineering. - Suma Bhat; Geoffrey L. Herman (FIE, 2013)

Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring. - Suma Bhat; Huichao Xue; Su-Youn Yoon (ACL (1), 2014)

Machine-guided Solution to Mathematical Word Problems. - Bussaba Amnueypornsakul; Suma Bhat (PACLIC, 2014)

Seeing the Instructor in Two Video Styles: Preferences and Patterns. - Suma Bhat; Phakpoom Chinprutthiwong; Michelle Perry (EDM, 2015)

Automatic detection of grammatical structures from non-native speech. - Suma Bhat; Su-Youn Yoon; Diane Napolitano (SLaTE, 2015)

Automatic assessment of syntactic complexity for spontaneous speech scoring. - Suma Bhat; Su-Youn Yoon (Speech Commun., 2015)

Geometry of Compositionality. - Hongyu Gong; Suma Bhat; Pramod Viswanath (AAAI, 2017)

Representing Sentences as Low-Rank Subspaces. - Jiaqi Mu; Suma Bhat; Pramod Viswanath (ACL (2), 2017)

MORSE: Semantic-ally Drive-n MORpheme SEgment-er. - Tarek Sakakini; Suma Bhat; Pramod Viswanath (ACL (1), 2017)

Using Computer Agents to Explain Clinical Test Results. - Renato Ferreira Leitão Azevedo; Kuangxiao Gu; Yang Zhang 001; Victor Sadauskas; Tarek Sakakini; Daniel G. Morrow; Mark Hasegawa-Johnson; Thomas S. Huang; Suma Bhat; Ann Willemsen-Dunlap; Donald J. Halpin; James F. Graumlich; et al. (AMIA, 2017)

Dr. Babel Fish: A Machine Translator to Simplify Providers' Language. - Tarek Sakakini; Renato Ferreira Leitão Azevedo; Victor Sadauskas; Kuangxiao Gu; Yang Zhang 001; Suma Bhat; Daniel G. Morrow; Mark Hasegawa-Johnson; Thomas S. Huang; Ann M. Willemsen-Dunlap; Donald J. Halpin; James F. Graumlich (AMIA, 2017)

Learner Affect Through the Looking Glass: Characterization and Detection of Confusion in Online Courses. - Ziheng Zeng; Snigdha Chaturvedi; Suma Bhat (EDM, 2017)

Geometry of Polysemy. - Jiaqi Mu; Suma Bhat; Pramod Viswanath (ICLR (Poster), 2017)

Comparative evaluation of automated scoring of syntactic competence of non-native speakers. - Klaus Zechner; Su-Youn Yoon; Suma Bhat; Chee Wee Leong (Comput. Hum. Behav., 2017)

Prepositions in Context. - Hongyu Gong; Jiaqi Mu; Suma Bhat; Pramod Viswanath (CoRR, 2017)

All-but-the-Top: Simple and Effective Postprocessing for Word Representations. - Jiaqi Mu; Suma Bhat; Pramod Viswanath (CoRR, 2017)

Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology. - Tarek Sakakini; Suma Bhat; Pramod Viswanath (CoRR, 2017)

Document Similarity for Texts of Varying Lengths via Hidden Topics. - Hongyu Gong; Tarek Sakakini; Suma Bhat; Jinjun Xiong (ACL (1), 2018)

Using Conversational Agents to Explain Medication Instructions to Older Adults. - Renato Ferreira Leitão 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 (AMIA, 2018)

Modeling Key Differences in Underrepresented Students' Interactions with an Online STEM Course. - Nigel Bosch; R. Wes Crues; Genevieve M. Henricks; Michelle Perry; Lawrence Angrave; Najmuddin Shaik; Suma Bhat; Carolyn J. Anderson (APAScience, 2018)

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 (EDM, 2018)

Preposition Sense Disambiguation and Representation. - Hongyu Gong; Jiaqi Mu; Suma Bhat; Pramod Viswanath (EMNLP, 2018)

Refocusing the lens on engagement in MOOCs. - R. Wes Crues; Nigel Bosch; Michelle Perry; Lawrence Angrave; Najmuddin Shaik; Suma Bhat (L@S, 2018)

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition. - Hongyu Gong; Suma Bhat; Pramod Viswanath (NAACL-HLT, 2018)

How do Gender, Learning Goals, and Forum Participation Predict Persistence in a Computer Science MOOC? - R. Wes Crues; Genevieve M. Henricks; Michelle Perry; Suma Bhat; Carolyn J. Anderson; Najmuddin Shaik; Lawrence Angrave (ACM Trans. Comput. Educ., 2018)

A comparison of grammatical proficiency measures in the automated assessment of spontaneous speech. - Su-Youn Yoon; Suma Bhat (Speech Commun., 2018)

Equipping Educational Applications with Domain Knowledge. - Tarek Sakakini; Hongyu Gong; Jong Yoon Lee; Robert Schloss; Jinjun Xiong; Suma Bhat (BEA@ACL, 2019)

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. - Omer Anjum; Hongyu Gong; Suma Bhat; Wen-Mei Hwu; Jinjun Xiong (EMNLP/IJCNLP (1), 2019)

DiAd: Domain Adaptation for Learning at Scale. - Ziheng Zeng; Snigdha Chaturvedi; Suma Bhat; Dan Roth 001 (LAK, 2019)

Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. - Hongyu Gong; Suma Bhat; Lingfei Wu 001; Jinjun Xiong; Wen-Mei W. Hwu (NAACL-HLT (1), 2019)

Context-Sensitive Malicious Spelling Error Correction. - Hongyu Gong; Yuchen Li; Suma Bhat; Pramod Viswanath (WWW, 2019)

IlliniMet: Illinois System for Metaphor Detection with Contextual and Linguistic Information. - Hongyu Gong; Kshitij Gupta; Akriti Jain; Suma Bhat (Fig-Lang@ACL, 2020)

Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains. - Tarek Sakakini; Jong Yoon Lee; Aditya Duri; Renato Ferreira Leitão Azevedo; Victor Sadauskas; Kuangxiao Gu; Suma Bhat; Daniel G. Morrow; James Graumlich; Saqib Walayat; Mark Hasegawa-Johnson; Thomas S. Huang; et al. (LOUHI@EMNLP, 2020)

Enriching Word Embeddings with Temporal and Spatial Information. - Hongyu Gong; Suma Bhat; Pramod Viswanath (CoNLL, 2020)

Effective Forum Curation via Multi-task Learning. - Faeze Brahman; Nikhil Varghese; Suma Bhat; Snigdha Chaturvedi (EDM, 2020)

GRUEN for Evaluating Linguistic Quality of Generated Text. - Wanzheng Zhu; Suma Bhat (EMNLP (Findings), 2020)

Gender and Gendered Discourse in Online STEM College Courses. - Genevieve M. Henricks; Suma Bhat; Michelle Perry (ICLS, 2020)

Online Discussion Forum Help-Seeking Behaviors of Students Underrepresented in STEM. - Victoria Jay; Genevieve M. Henricks; Carolyn J. Anderson; Lawrence Angrave; Nigel Bosch; Najmuddin Shaik; Destiny Williams-Dobosz; Suma Bhat; Michelle Perry (ICLS, 2020)

Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer. - Hongyu Gong; Linfeng Song; Suma Bhat (INLG, 2020)

FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams. - Wanzheng Zhu; Hongyu Gong; Jiaming Shen; Chao Zhang 014; Jingbo Shang; Suma Bhat; Jiawei Han 001 (ECML/PKDD (3), 2020)

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 (AAAI, 2021)

Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech. - Wanzheng Zhu; Suma Bhat (ACL/IJCNLP (Findings), 2021)

Promoting Self-regulated Learning in Online Learning by Triggering Tailored Interventions. - Haejin Lee; Paul Hur; Suma Bhat; Nigel Bosch (EDM (Workshops), 2021)

Paraphrase Generation: A Survey of the State of the Art. - Jianing Zhou; Suma Bhat (EMNLP (1), 2021)

Euphemistic Phrase Detection by Masked Language Model. - Wanzheng Zhu; Suma Bhat (EMNLP (Findings), 2021)

A Social Network Analysis of Online Engagement for College Students Traditionally Underrepresented in STEM. - Destiny Williams-Dobosz; Renato Ferreira Leitão Azevedo; Amos Jeng; Vyom Nayan Thakkar; Suma Bhat; Nigel Bosch; Michelle Perry (LAK, 2021)

Modeling Consistency Using Engagement Patterns in Online Courses. - Jianing Zhou; Suma Bhat (LAK, 2021)

PIE: A Parallel Idiomatic Expression Corpus for Idiomatic Sentence Generation and Paraphrasing. - Jianing Zhou; Hongyu Gong; Suma Bhat (MWE@ACL-IJCNLP, 2021)

Self-Supervised Euphemism Detection and Identification for Content Moderation. - Wanzheng Zhu; Hongyu Gong; Rohan Bansal; Zachary Weinberg; Nicolas Christin; Giulia Fanti; Suma Bhat (SP, 2021)

From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation. - Jianing Zhou; Hongyu Gong; Suma Bhat (CoRR, 2021)

Idiomatic Expression Identification using Semantic Compatibility. - Ziheng Zeng; Suma Bhat (Trans. Assoc. Comput. Linguistics, 2021)

Idiomatic Expression Paraphrasing without Strong Supervision. - Jianing Zhou; Ziheng Zeng; Hongyu Gong; Suma Bhat (AAAI, 2022)

Automatic Patient Note Assessment without Strong Supervision. - Jianing Zhou; Vyom Nayan Thakkar; Rachel Yudkowsky; Suma Bhat; William F. Bond (LOUHI@EMNLP, 2022)

Using Machine Learning Explainability Methods to Personalize Interventions for Students. - Paul Hur; Haejin Lee; Suma Bhat; Nigel Bosch (EDM, 2022)

Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions. - Ziheng Zeng; Suma Bhat (Trans. Assoc. Comput. Linguistics, 2022)

CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning. - Jianing Zhou; Ziheng Zeng; Suma Bhat (ACL (1), 2023)

Unified Representation for Non-compositional and Compositional Expressions. - Ziheng Zeng; Suma Bhat (EMNLP (Findings), 2023)

IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. - Ziheng Zeng; Kellen Tan Cheng; Srihari Venkat Nanniyur; Jianing Zhou; Suma Bhat (EMNLP, 2023)

Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning. - Jianing Zhou; Ziheng Zeng; Hongyu Gong; Suma Bhat (EMNLP (Findings), 2023)

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 (ICML, 2023)

SAKSHI: Decentralized AI Platforms. - Suma Bhat; Canhui Chen; Zerui Cheng; Zhixuan Fang; S. Ashwin Hebbar; Sreeram Kannan; Ranvir Rana; Peiyao Sheng; Himanshu Tyagi; Pramod Viswanath; Xuechao Wang (CoRR, 2023)

Non-compositional Expression Generation and its Continual Learning. - Jianing Zhou; Suma Bhat (ACL (Findings), 2024)

CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models. - Jianing Zhou; Ziheng Zeng; Hongyu Gong; Suma Bhat (ACL (Findings), 2024)

The Relation Among Gender, Language, and Posting Type in Online Chemistry Course Discussion Forums. - Genevieve M. Henricks; Michelle Perry; Suma Bhat (LAK, 2024)

No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models. - Kellen Cheng; Suma Bhat (NAACL-HLT, 2024)

ElectroVizQA: How well do Multi-modal LLMs perform in Electronics Visual Question Answering? - Pragati Shuddhodhan Meshram; Swetha Karthikeyan; Bhavya; Suma Bhat (CoRR, 2024)

An LLM-Based Framework for Simulating, Classifying, and Correcting Students' Programming Knowledge with the SOLO Taxonomy. - Shan Zhang 003; Pragati Shuddhodhan Meshram; Priyadharshini Ganapathy Prasad; Maya Israel; Suma Bhat (SIGCSE (2), 2025)