Suma Bhat

According to our database, Suma Bhat authored at least 73 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models.

Kellen Cheng, Suma Bhat

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

The Relation Among Gender, Language, and Posting Type in Online Chemistry Course Discussion Forums.

Genevieve M. Henricks, Michelle Perry, Suma Bhat

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models.

Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Non-compositional Expression Generation and its Continual Learning.

Jianing Zhou, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

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

Proceedings of the International Conference on Machine Learning, 2023

Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning.

Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions.

Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unified Representation for Non-compositional and Compositional Expressions.

Ziheng Zeng, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning.

Jianing Zhou, Ziheng Zeng, Suma Bhat

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions.

Ziheng Zeng, Suma Bhat

Trans. Assoc. Comput. Linguistics, 2022

Using Machine Learning Explainability Methods to Personalize Interventions for Students.

Paul Hur, Haejin Lee, Suma Bhat, Nigel Bosch

Proceedings of the 15th International Conference on Educational Data Mining, 2022

Automatic Patient Note Assessment without Strong Supervision.

Jianing Zhou, Vyom Nayan Thakkar, Rachel Yudkowsky, Suma Bhat, William F. Bond

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

Idiomatic Expression Paraphrasing without Strong Supervision.

Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Idiomatic Expression Identification using Semantic Compatibility.

Ziheng Zeng, Suma Bhat

Trans. Assoc. Comput. Linguistics, 2021

From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation.

Jianing Zhou, Hongyu Gong, Suma Bhat

CoRR, 2021

Self-Supervised Euphemism Detection and Identification for Content Moderation.

Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

PIE: A Parallel Idiomatic Expression Corpus for Idiomatic Sentence Generation and Paraphrasing.

Jianing Zhou, Hongyu Gong, Suma Bhat

Proceedings of the 17th Workshop on Multiword Expressions, 2021

Modeling Consistency Using Engagement Patterns in Online Courses.

Jianing Zhou, Suma Bhat

Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 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

Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Euphemistic Phrase Detection by Masked Language Model.

Wanzheng Zhu, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Paraphrase Generation: A Survey of the State of the Art.

Jianing Zhou, Suma Bhat

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Promoting Self-regulated Learning in Online Learning by Triggering Tailored Interventions.

Haejin Lee, Paul Hur, Suma Bhat, Nigel Bosch

Proceedings of the Joint Proceedings of the Workshops at the International Conference on Educational Data Mining 2021 co-located with 14th International Conference on Educational Data Mining (EDM 2021), 2021

Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech.

Wanzheng Zhu, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams.

Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer.

Hongyu Gong, Linfeng Song, Suma Bhat

Proceedings of the 13th International Conference on Natural Language Generation, 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

Proceedings of the Interdisciplinarity in the Learning Sciences: Proceedings of the 14th International Conference of the Learning Sciences, 2020

Gender and Gendered Discourse in Online STEM College Courses.

Genevieve M. Henricks, Suma Bhat, Michelle Perry

Proceedings of the Interdisciplinarity in the Learning Sciences: Proceedings of the 14th International Conference of the Learning Sciences, 2020

GRUEN for Evaluating Linguistic Quality of Generated Text.

Wanzheng Zhu, Suma Bhat

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Effective Forum Curation via Multi-task Learning.

Faeze Brahman, Nikhil Varghese, Suma Bhat, Snigdha Chaturvedi

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Enriching Word Embeddings with Temporal and Spatial Information.

Hongyu Gong, Suma Bhat, Pramod Viswanath

Proceedings of the 24th Conference on Computational Natural Language Learning, 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, Ann Willemsen-Dunlap, Donald Halpin

Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, 2020

IlliniMet: Illinois System for Metaphor Detection with Contextual and Linguistic Information.

Hongyu Gong, Kshitij Gupta, Akriti Jain, Suma Bhat

Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019

Context-Sensitive Malicious Spelling Error Correction.

Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath

Proceedings of the World Wide Web Conference, 2019

Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.

Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei W. Hwu

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

DiAd: Domain Adaptation for Learning at Scale.

Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat, Dan Roth

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space.

Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Equipping Educational Applications with Domain Knowledge.

Tarek Sakakini, Hongyu Gong, Jong Yoon Lee, Robert Schloss, Jinjun Xiong, Suma Bhat

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

2018

A comparison of grammatical proficiency measures in the automated assessment of spontaneous speech.

Su-Youn Yoon, Suma Bhat

Speech Commun., 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

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition.

Hongyu Gong, Suma Bhat, Pramod Viswanath

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Refocusing the lens on engagement in MOOCs.

R. Wes Crues, Nigel Bosch, Michelle Perry, Lawrence Angrave, Najmuddin Shaik, Suma Bhat

Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Preposition Sense Disambiguation and Representation.

Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 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

Proceedings of the 11th International Conference on Educational Data Mining, 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

Proceedings of the Technology, Mind, and Society Conference, 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

Proceedings of the AMIA 2018, 2018

Document Similarity for Texts of Varying Lengths via Hidden Topics.

Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology.

Tarek Sakakini, 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

Prepositions in Context.

Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath

CoRR, 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

Geometry of Polysemy.

Jiaqi Mu, Suma Bhat, Pramod Viswanath

Proceedings of the 5th International Conference on Learning Representations, 2017

Learner Affect Through the Looking Glass: Characterization and Detection of Confusion in Online Courses.

Ziheng Zeng, Snigdha Chaturvedi, Suma Bhat

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Dr. Babel Fish: A Machine Translator to Simplify Providers' Language.

Tarek Sakakini, Renato Ferreira Leitão 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

Proceedings of the AMIA 2017, 2017

Using Computer Agents to Explain Clinical Test Results.

Renato Ferreira Leitão 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

Proceedings of the AMIA 2017, 2017

MORSE: Semantic-ally Drive-n MORpheme SEgment-er.

Tarek Sakakini, Suma Bhat, Pramod Viswanath

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Representing Sentences as Low-Rank Subspaces.

Jiaqi Mu, Suma Bhat, Pramod Viswanath

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Geometry of Compositionality.

Hongyu Gong, Suma Bhat, Pramod Viswanath

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Automatic assessment of syntactic complexity for spontaneous speech scoring.

Suma Bhat, Su-Youn Yoon

Speech Commun., 2015

Automatic detection of grammatical structures from non-native speech.

Suma Bhat, Su-Youn Yoon, Diane Napolitano

Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2015

Seeing the Instructor in Two Video Styles: Preferences and Patterns.

Suma Bhat, Phakpoom Chinprutthiwong, Michelle Perry

Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014

Machine-guided Solution to Mathematical Word Problems.

Bussaba Amnueypornsakul, Suma Bhat

Proceedings of the 28th Pacific Asia Conference on Language, Information and Computation, 2014

Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring.

Suma Bhat, Huichao Xue, Su-Youn Yoon

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Student perceptions of differences in visual communication mode for an online course in engineering.

Suma Bhat, Geoffrey L. Herman

Proceedings of the IEEE Frontiers in Education Conference, 2013

2012

Morpheme Segmentation for Kannada Standing on the Shoulder of Giants.

Suma Bhat

Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012

Assessment of ESL Learners' Syntactic Competence Based on Similarity Measures.

Su-Youn Yoon, Suma Bhat

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Vocabulary Profile as a Measure of Vocabulary Sophistication.

Su-Youn Yoon, Suma Bhat, Klaus Zechner

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2010

Estimation problems in speech and natural language

Suma Bhat

PhD thesis, 2010

A knowledge-rich approach to identifying semantic relations between nominals.

Roxana Girju, Brandon Beamer, Alla Rozovskaya, Andrew Fister, Suma Bhat

Inf. Process. Manag., 2010

2009

Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples.

Suma Bhat, Richard Sproat

Proceedings of the ACL 2009, 2009

2008

Variable selection for ad prediction.

Suma Bhat, Kenneth Church

Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, 2008

2007

UIUC: A Knowledge-rich Approach to Identifying Semantic Relations between Nominals.

Brandon Beamer, Suma Bhat, Brant Chee, Andrew Fister, Alla Rozovskaya, Roxana Girju

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007