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

Automated Generation and Selection of Interpretable Features for Enterprise Security. - Jiayi Duan; Ziheng Zeng; Alina Oprea; Shobha Vasudevan (IEEE BigData, 2018)

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

Recurrent Inference in Text Editing. - Ning Shi; Ziheng Zeng; Haotian Zhang; Yichen Gong (EMNLP (Findings), 2020)

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)

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)

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