Yilong Lai

16 papers A* 1B 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment.
COLING
Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou
2025 A* conf
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation.
EMNLP
Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou
2025 J jnl
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation.
CoRR
Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou
2025 J jnl
CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories.
CoRR
Yilong Lai, Yipin Yang, Jialong Wu, Fengran Mo, Zhenglin Wang, Ting Liang, Jianguo Lin, Keping Yang
2025 J jnl
DimSum: Disentangling representation with automatically generated multi-category summary templates for fine-grained opinion summarization.
Expert Syst. Appl.
Yanyue Zhang, Yilong Lai, Zhenglin Wang, Deyu Zhou
2025 B conf
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.
COLING
Yanyue Zhang, Pengfei Li, Yilong Lai, Yulan He, Deyu Zhou
2025 — conf
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.
ACL (1)
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou
2025 B conf
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding.
COLING
Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou
2025 — conf
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism.
ACL (1)
Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu
2025 J jnl
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism.
CoRR
Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu
2024 J jnl
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment.
CoRR
Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou
2024 J jnl
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.
CoRR
Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He
2024 J jnl
M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization.
Comput. Speech Lang.
Yanyue Zhang, Deyu Zhou, Zhenglin Wang, Yilong Lai
2024 — conf
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods.
LREC/COLING
Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He
2024 J jnl
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.
CoRR
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou
2024 J jnl
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding.
CoRR
Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou