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Arshit Gupta
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2020 – today
- 2024
- [c7]Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta:
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. NAACL-HLT 2024: 517-539 - [c6]Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Lijia Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour:
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. NAACL-HLT 2024: 5150-5167 - [i11]James Y. Huang, Sailik Sengupta, Daniele Bonadiman, Yi'an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth:
DeAL: Decoding-time Alignment for Large Language Models. CoRR abs/2402.06147 (2024) - [i10]Hossein Aboutalebi, Hwanjun Song, Yusheng Xie, Arshit Gupta, Justin Sun, Hang Su, Igor Shalyminov, Nikolaos Pappas, Siffi Singh, Saab Mansour:
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets. CoRR abs/2403.03194 (2024) - [i9]Shamik Roy, Sailik Sengupta, Daniele Bonadiman, Saab Mansour, Arshit Gupta:
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs. CoRR abs/2403.05766 (2024) - 2023
- [c5]James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour:
NatCS: Eliciting Natural Customer Support Dialogues. ACL (Findings) 2023: 9652-9677 - [i8]James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang:
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11. CoRR abs/2304.12982 (2023) - [i7]James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour:
NatCS: Eliciting Natural Customer Support Dialogues. CoRR abs/2305.03007 (2023) - [i6]Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang:
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue. CoRR abs/2309.13233 (2023) - 2022
- [c4]Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang:
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) 2022: 4661-4676 - [i5]Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth:
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. CoRR abs/2212.09946 (2022) - 2021
- [i4]Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang:
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR abs/2109.14739 (2021)
2010 – 2019
- 2019
- [c3]Yi-An Lai, Arshit Gupta, Yi Zhang:
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. CoNLL 2019: 798-811 - [c2]Arshit Gupta, Peng Zhang, Garima Lalwani, Mona T. Diab:
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots. EMNLP/IJCNLP (1) 2019: 1285-1290 - [c1]Arshit Gupta, John Hewitt, Katrin Kirchhoff:
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. SIGdial 2019: 46-55 - [i3]Arshit Gupta, John Hewitt, Katrin Kirchhoff:
Simple, Fast, Accurate Intent Classification and Slot Labeling. CoRR abs/1903.08268 (2019) - [i2]Arshit Gupta, Peng Zhang, Garima Lalwani, Mona T. Diab:
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots. CoRR abs/1909.08705 (2019) - [i1]Yi-An Lai, Arshit Gupta, Yi Zhang:
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. CoRR abs/1909.09220 (2019)
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