Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. - Yi-An Lai; Arshit Gupta; Yi Zhang (CoNLL, 2019)

CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots. - Arshit Gupta; Peng Zhang; Garima Lalwani; Mona T. Diab (EMNLP/IJCNLP (1), 2019)

Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. - Arshit Gupta; John Hewitt; Katrin Kirchhoff (SIGdial, 2019)

Simple, Fast, Accurate Intent Classification and Slot Labeling. - Arshit Gupta; John Hewitt; Katrin Kirchhoff (CoRR, 2019)

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. - Yixuan Su; Lei Shu 004; Elman Mansimov; Arshit Gupta; Deng Cai 002; Yi-An Lai; Yi Zhang (ACL (1), 2022)

Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. - Raphael Shu; Elman Mansimov; Tamer Alkhouli; Nikolaos Pappas 004; Salvatore Romeo; Arshit Gupta; Saab Mansour; Yi Zhang 001; Dan Roth 001 (CoRR, 2022)

NatCS: Eliciting Natural Customer Support Dialogues. - James Gung; Emily Moeng; Wesley Rose; Arshit Gupta; Yi Zhang; Saab Mansour (ACL (Findings), 2023)

Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11. - James Gung; Raphael Shu; Emily Moeng; Wesley Rose; Salvatore Romeo; Yassine Benajiba; Arshit Gupta; Saab Mansour; Yi Zhang (CoRR, 2023)

User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue. - Sam Davidson; Salvatore Romeo; Raphael Shu; James Gung; Arshit Gupta; Saab Mansour; Yi Zhang (CoRR, 2023)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. - Hossein Aboutalebi; Hwanjun Song; Yusheng Xie; Arshit Gupta; Lijia Sun; Hang Su; Igor Shalyminov; Nikolaos Pappas 004; Siffi Singh; Saab Mansour (NAACL-HLT, 2024)

FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. - Shamik Roy; Sailik Sengupta; Daniele Bonadiman; Saab Mansour; Arshit Gupta (NAACL-HLT, 2024)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi'an Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (CoRR, 2024)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. - Hossein Aboutalebi; Hwanjun Song; Yusheng Xie; Arshit Gupta; Justin Sun; Hang Su; Igor Shalyminov; Nikolaos Pappas 004; Siffi Singh; Saab Mansour (CoRR, 2024)

DeAL: Decoding-time Alignment for Large Language Models. - James Y. Huang; Sailik Sengupta; Daniele Bonadiman; Yi-An Lai; Arshit Gupta; Nikolaos Pappas 004; Saab Mansour; Katrin Kirchhoff; Dan Roth 001 (ACL (1), 2025)

CiteEval: Principle-Driven Citation Evaluation for Source Attribution. - Yumo Xu; Peng Qi 003; Jifan Chen; Kunlun Liu; Rujun Han; Lan Liu 004; Bonan Min; Vittorio Castelli; Arshit Gupta; Zhiguo Wang (ACL (1), 2025)

InsTALL: Context-aware Instructional Task Assistance with Multi-modal Large Language Models. - Pha Nguyen; Sailik Sengupta; Girik Malik; Arshit Gupta; Bonan Min (CoRR, 2025)