Xiao Yu

According to our database, Xiao Yu authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents.

Xiao Yu, Baolin Peng, Ruize Xu, Michel Galley, Hao Cheng, Suman Nath, Jianfeng Gao, Zhou Yu

CoRR, June, 2025

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.

Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining.

Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning.

Xiao Yu, Jinzhong Zhang, Zhou Yu

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Teaching Language Models to Self-Improve through Interactive Demonstrations.

Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

LIONs: An Empirically Optimized Approach to Align Language Models.

Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning.

Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning.

Xiao Yu, Maximillian Chen, Zhou Yu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric.

Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Controllable Mixed-Initiative Dialogue Generation through Prompting.

Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Reinforced Language Modeling for End-to-End Task Oriented Dialog.

Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu

CoRR, 2022