Yilong Lai

According to our database, Yilong Lai authored at least 10 papers between 2024 and 2025.

Collaborative distances:

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

2025

AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation.

Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou

CoRR, June, 2025

DimSum: Disentangling representation with automatically generated multi-category summary templates for fine-grained opinion summarization.

Yanyue Zhang, Yilong Lai, Zhenglin Wang, Deyu Zhou

Expert Syst. Appl., 2025

LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.

Yanyue Zhang, Pengfei Li, Yilong Lai, Yulan He, Deyu Zhou

Proceedings of the 31st International Conference on Computational Linguistics, 2025

SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding.

Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou

Proceedings of the 31st International Conference on Computational Linguistics, 2025

AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment.

Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou

Proceedings of the 31st International Conference on Computational Linguistics, 2025

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism.

Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.

Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization.

Yanyue Zhang, Deyu Zhou, Zhenglin Wang, Yilong Lai

Comput. Speech Lang., March, 2024

Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.

Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He

CoRR, 2024

Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods.

Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024