Gupta, Arshit
- DeAL: Decoding-time Alignment for Large Language Models
2024/02/05 by James Y. Huang, Sailik Sengupta, Huang, James Y. +14 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue
2023/09/23 by Davidson, Sam, Romeo, Salvatore, Shu, Raphael +4 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
2021/09/29 by Yixuan Su, Su, Yixuan, Lei Shu +11 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
- Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11
2023/04/25 by James Gung, Gung, James, Raphael Shu +15 · 4 citations
Computer Science · #AI in Service Interactions #Topic Modeling #Speech and dialogue systems
- FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
2024/03/09 by Shamik Roy, Sailik Sengupta, Roy, Shamik +7 · 5 citations
Decision Sciences · Engineering · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
- MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets
2024/03/05 by Hossein Aboutalebi, Aboutalebi, Hossein, Hwanjun Song +17 · 4 citations
Computer Science · #Video Analysis and Summarization #Natural Language Processing Techniques #Speech and dialogue systems
- Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
2022/12/20 by Raphael Shu, Shu, Raphael, Elman Mansimov +15 · 2 citations
Computer Science · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
2019/09/18 by Arshit Gupta, Gupta, Arshit, Peng Zhang +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- CiteEval: Principle-Driven Citation Evaluation for Source Attribution
2025/06/02 by Yumo Xu, Peng Qi, Xu, Yumo +15 · 4 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
- NatCS: Eliciting Natural Customer Support Dialogues
2023/05/04 by Gung, James, Moeng, Emily, Rose, Wesley +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- InsTALL: Context-aware Instructional Task Assistance with Multi-modal Large Language Models
2025/01/21 by Pha Nguyen, Sailik Sengupta, Nguyen, Pha +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling