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2020 – today
- 2025
[j2]Yanyue Zhang
, Yilong Lai, Zhenglin Wang, Deyu Zhou:
DimSum: Disentangling representation with automatically generated multi-category summary templates for fine-grained opinion summarization. Expert Syst. Appl. 290: 128369 (2025)- [c6]Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu:
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism. ACL (1) 2025: 3922-3941 - [c5]Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou:
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation. ACL (1) 2025: 10775-10790 - [c4]Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou:
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding. COLING 2025: 4920-4937 - [c3]Yanyue Zhang, Pengfei Li, Yilong Lai, Yulan He, Deyu Zhou:
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization. COLING 2025: 6169-6183 - [c2]Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou:
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment. COLING 2025: 7698-7720 - [i6]Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou:
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation. CoRR abs/2506.01381 (2025) - [i5]Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu:
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism. CoRR abs/2506.08691 (2025) - 2024
- [j1]Yanyue Zhang, Deyu Zhou, Zhenglin Wang, Yilong Lai:
M2A: A model-agnostic and metadata-free adversarial framework for unsupervised opinion summarization. Comput. Speech Lang. 84: 101570 (2024) - [c1]Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He:
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods. LREC/COLING 2024: 12496-12513 - [i4]Yanyue Zhang, Pengfei Li, Yilong Lai, Deyu Zhou, Yulan He:
Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization. CoRR abs/2403.07693 (2024) - [i3]Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou:
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding. CoRR abs/2406.18200 (2024) - [i2]Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou:
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment. CoRR abs/2407.01965 (2024) - [i1]Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou:
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation. CoRR abs/2412.13649 (2024)
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