Suma Bhat

Orcid: 0000-0003-0324-5890

According to our database1, Suma Bhat authored at least 73 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models.
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.
Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Non-compositional Expression Generation and its Continual Learning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
SAKSHI: Decentralized AI Platforms.
CoRR, 2023

CRISP: Curriculum based Sequential neural decoders for Polar code family.
Proceedings of the International Conference on Machine Learning, 2023

Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unified Representation for Non-compositional and Compositional Expressions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning.
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.
Trans. Assoc. Comput. Linguistics, 2022

Using Machine Learning Explainability Methods to Personalize Interventions for Students.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Automatic Patient Note Assessment without Strong Supervision.
Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

Idiomatic Expression Paraphrasing without Strong Supervision.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Idiomatic Expression Identification using Semantic Compatibility.
Trans. Assoc. Comput. Linguistics, 2021

From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation.
CoRR, 2021

Self-Supervised Euphemism Detection and Identification for Content Moderation.
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

PIE: A Parallel Idiomatic Expression Corpus for Idiomatic Sentence Generation and Paraphrasing.
Proceedings of the 17th Workshop on Multiword Expressions, 2021

Modeling Consistency Using Engagement Patterns in Online Courses.
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.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Euphemistic Phrase Detection by Masked Language Model.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Paraphrase Generation: A Survey of the State of the Art.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Promoting Self-regulated Learning in Online Learning by Triggering Tailored Interventions.
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.
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.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer.
Proceedings of the 13th International Conference on Natural Language Generation, 2020

Online Discussion Forum Help-Seeking Behaviors of Students Underrepresented in STEM.
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.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Effective Forum Curation via Multi-task Learning.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

Enriching Word Embeddings with Temporal and Spatial Information.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains.
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.
Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019
Context-Sensitive Malicious Spelling Error Correction.
Proceedings of the World Wide Web Conference, 2019

Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.
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.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space.
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.
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.
Speech Commun., 2018

How do Gender, Learning Goals, and Forum Participation Predict Persistence in a Computer Science MOOC?
ACM Trans. Comput. Educ., 2018

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition.
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.
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Preposition Sense Disambiguation and Representation.
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.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Modeling Key Differences in Underrepresented Students' Interactions with an Online STEM Course.
Proceedings of the Technology, Mind, and Society Conference, 2018

Using Conversational Agents to Explain Medication Instructions to Older Adults.
Proceedings of the AMIA 2018, 2018

Document Similarity for Texts of Varying Lengths via Hidden Topics.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology.
CoRR, 2017

All-but-the-Top: Simple and Effective Postprocessing for Word Representations.
CoRR, 2017

Prepositions in Context.
CoRR, 2017

Comparative evaluation of automated scoring of syntactic competence of non-native speakers.
Comput. Hum. Behav., 2017

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

Learner Affect Through the Looking Glass: Characterization and Detection of Confusion in Online Courses.
Proceedings of the 10th International Conference on Educational Data Mining, 2017



MORSE: Semantic-ally Drive-n MORpheme SEgment-er.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Representing Sentences as Low-Rank Subspaces.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

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

2015
Automatic assessment of syntactic complexity for spontaneous speech scoring.
Speech Commun., 2015

Automatic detection of grammatical structures from non-native speech.
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2015

Seeing the Instructor in Two Video Styles: Preferences and Patterns.
Proceedings of the 8th International Conference on Educational Data Mining, 2015

2014
Machine-guided Solution to Mathematical Word Problems.
Proceedings of the 28th Pacific Asia Conference on Language, Information and Computation, 2014

Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring.
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.
Proceedings of the IEEE Frontiers in Education Conference, 2013

2012
Morpheme Segmentation for Kannada Standing on the Shoulder of Giants.
Proceedings of the 3rd Workshop on South and Southeast Asian Natural Language Processing, 2012

Assessment of ESL Learners' Syntactic Competence Based on Similarity Measures.
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.
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2010
Estimation problems in speech and natural language
PhD thesis, 2010

A knowledge-rich approach to identifying semantic relations between nominals.
Inf. Process. Manag., 2010

2009
Knowing the Unseen: Estimating Vocabulary Size over Unseen Samples.
Proceedings of the ACL 2009, 2009

2008
Variable selection for ad prediction.
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.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007


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