Xiang Gao

45 papers A* 3Journal 27Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use.
CoRR
Ruocheng Guo, Kaiwen Dong, Xiang Gao, Kamalika Das
2026 J jnl
REMem: Reasoning with Episodic Memory in Language Agent.
CoRR
Yiheng Shu, Saisri Padmaja Jonnalagedda, Xiang Gao, Bernal Jiménez Gutiérrez, Weijian Qi, Kamalika Das, Huan Sun, Yu Su
2026 J jnl
RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning.
CoRR
Xiang Gao, Yuguang Yao, Qi Zhang, Kaiwen Dong, Avinash Baidya, Ruocheng Guo, Hilaf Hasson, Kamalika Das
2025 — conf
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation.
NAACL (Findings)
Yu Wang, Jiaxin Zhang, Xiang Gao, Wendi Cui, Peng Li, Kamalika Das
2025 J jnl
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation.
CoRR
Yu Wang, Jiaxin Zhang, Xiang Gao, Wendi Cui, Peng Li, Kamalika Das
2025 J jnl
Improving In-Context Learning with Reasoning Distillation.
CoRR
Nafis Sadeq, Xin Xu, Zhouhang Xie, Julian J. McAuley, Byungkyu Kang, Prarit Lamba, Xiang Gao
2025 — conf
Learning to Search Effective Example Sequences for In-Context Learning.
NAACL (Findings)
Xiang Gao, Ankita Sinha, Kamalika Das
2025 J jnl
Learning to Search Effective Example Sequences for In-Context Learning.
CoRR
Xiang Gao, Ankita Sinha, Kamalika Das
2025 — conf
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs.
ACL (Findings)
Avinash Baidya, Kamalika Das, Xiang Gao
2025 J jnl
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs.
CoRR
Avinash Baidya, Kamalika Das, Xiang Gao
2025 — conf
Transaction Categorization with Relational Deep Learning in QuickBooks.
ECML/PKDD (9)
Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das
2025 J jnl
Transaction Categorization with Relational Deep Learning in QuickBooks.
CoRR
Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das
2024 A* conf
Customizing Language Model Responses with Contrastive In-Context Learning.
AAAI
Xiang Gao, Kamalika Das
2024 J jnl
Customizing Language Model Responses with Contrastive In-Context Learning.
CoRR
Xiang Gao, Kamalika Das
2024 — conf
Mitigating Hallucination in Fictional Character Role-Play.
EMNLP (Findings)
Nafis Sadeq, Zhouhang Xie, Byungkyu Kang, Prarit Lamba, Xiang Gao, Julian J. McAuley
2024 J jnl
Mitigating Hallucination in Fictional Character Role-Play.
CoRR
Nafis Sadeq, Zhouhang Xie, Byungkyu Kang, Prarit Lamba, Xiang Gao, Julian J. McAuley
2024 — conf
SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models.
EACL (1)
Xiang Gao, Jiaxin Zhang, Lalla Mouatadid, Kamalika Das
2024 J jnl
SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models.
CoRR
Xiang Gao, Jiaxin Zhang, Lalla Mouatadid, Kamalika Das
2022 J jnl
Learning Regularized Positional Encoding for Molecular Prediction.
CoRR
Xiang Gao, Weihao Gao, Wenzhi Xiao, Zhirui Wang, Chong Wang, Liang Xiang
2022 A* conf
RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling.
AAAI
Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
2022 J jnl
Supervised Pretraining for Molecular Force Fields and Properties Prediction.
CoRR
Xiang Gao, Weihao Gao, Wenzhi Xiao, Zhirui Wang, Chong Wang, Liang Xiang
2021 A* conf
A Controllable Model of Grounded Response Generation.
AAAI
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Xiang Gao, Chris Quirk, Rik Koncel-Kedziorski, Jianfeng Gao, Hannaneh Hajishirzi, Mari Ostendorf, Bill Dolan
2021 J jnl
An Adversarially-Learned Turing Test for Dialog Generation Models.
CoRR
Xiang Gao, Yizhe Zhang, Michel Galley, Bill Dolan
2021 J jnl
Joint Retrieval and Generation Training for Grounded Text Generation.
CoRR
Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
2021 — conf
NICE: Neural Image Commenting with Empathy.
EMNLP (Findings)
Kezhen Chen, Qiuyuan Huang, Daniel McDuff, Xiang Gao, Hamid Palangi, Jianfeng Wang, Kenneth D. Forbus, Jianfeng Gao
2020 J jnl
A Controllable Model of Grounded Response Generation.
CoRR
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Xiang Gao, Chris Quirk, Rik Koncel-Kedziorski, Jianfeng Gao, Hannaneh Hajishirzi, Mari Ostendorf, Bill Dolan
2020 — conf
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation.
ACL (demo)
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan
2020 — conf
Dialogue Response Ranking Training with Large-Scale Human Feedback Data.
EMNLP (1)
Xiang Gao, Yizhe Zhang, Michel Galley, Chris Brockett, Bill Dolan
2020 J jnl
Dialogue Response Ranking Training with Large-Scale Human Feedback Data.
CoRR
Xiang Gao, Yizhe Zhang, Michel Galley, Chris Brockett, Bill Dolan
2020 — conf
MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform.
ACL (demo)
Xiang Gao, Michel Galley, Bill Dolan
2020 J jnl
MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform.
CoRR
Xiang Gao, Michel Galley, Bill Dolan
2020 — conf
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space.
EMNLP (1)
Chunyuan Li, Xiang Gao, Yuan Li, Baolin Peng, Xiujun Li, Yizhe Zhang, Jianfeng Gao
2020 J jnl
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space.
CoRR
Chunyuan Li, Xiang Gao, Yuan Li, Xiujun Li, Baolin Peng, Yizhe Zhang, Jianfeng Gao
2020 J jnl
Overview of the seventh Dialog System Technology Challenge: DSTC7.
Comput. Speech Lang.
Luis Fernando D'Haro, Koichiro Yoshino, Chiori Hori, Tim K. Marks, Lazaros Polymenakos, Jonathan K. Kummerfeld, Michel Galley, Xiang Gao
2019 J jnl
Consistent Dialogue Generation with Self-supervised Feature Learning.
CoRR
Yizhe Zhang, Xiang Gao, Sungjin Lee, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
2019 — conf
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading.
ACL (1)
Lianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao
2019 J jnl
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading.
CoRR
Lianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao
2019 J jnl
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation.
CoRR
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan
2019 J jnl
Dialog System Technology Challenge 7.
CoRR
Koichiro Yoshino, Chiori Hori, Julien Perez, Luis Fernando D'Haro, Lazaros Polymenakos, R. Chulaka Gunasekara, Walter S. Lasecki, Jonathan K. Kummerfeld, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan, Xiang Gao, Huda AlAmri, Tim K. Marks, Devi Parikh, Dhruv Batra
2019 — conf
Jointly Optimizing Diversity and Relevance in Neural Response Generation.
NAACL-HLT (1)
Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
2019 J jnl
Jointly Optimizing Diversity and Relevance in Neural Response Generation.
CoRR
Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
2019 — conf
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling.
ACL (3)
Vighnesh Leonardo Shiv, Chris Quirk, Anshuman Suri, Xiang Gao, Khuram Shahid, Nithya Govindarajan, Yizhe Zhang, Jianfeng Gao, Michel Galley, Chris Brockett, Tulasi Menon, Bill Dolan
2019 — conf
Structuring Latent Spaces for Stylized Response Generation.
EMNLP/IJCNLP (1)
Xiang Gao, Yizhe Zhang, Sungjin Lee, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
2019 J jnl
Structuring Latent Spaces for Stylized Response Generation.
CoRR
Xiang Gao, Yizhe Zhang, Sungjin Lee, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
2018 J jnl
Deep reinforcement learning for time series: playing idealized trading games.
CoRR
Xiang Gao