Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models.

Lanrui Wang Chenxu Yang Qingyi Si Lanrui Wang Zheng Lin 0001 Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models. 34232-34240 2026 AAAI https://doi.org/10.1609/aaai.v40i40.40719 conf/aaai/2026 db/conf/aaai/aaai2026.html#YangSWL26 Mingyu Zheng Zhifan Feng Jia Wang Lanrui Wang Zheng Lin 0001 Hao Yang Weiping Wang 0005 TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning. 7290-7315 2025 ACL (Findings) https://aclanthology.org/2025.findings-acl.381/ conf/acl/2025f db/conf/acl/acl2025f.html#ZhengFWW0Y025 Lanrui Wang Jiangnan Li Chenxu Yang Zheng Lin 0001 Hongyin Tang Huan Liu Yanan Cao 0001 Jingang Wang Weiping Wang 0005 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference. 123-140 2025 COLING https://aclanthology.org/2025.coling-main.10/ conf/coling/2025 db/conf/coling/coling2025.html#WangLY0TLCWW25

Lanrui Wang Mingyu Zheng Hongyin Tang Zheng Lin 0001 Yanan Cao 0001 Jingang Wang Xunliang Cai Weiping Wang 0005 NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables. 2025 April abs/2504.06560 CoRR https://doi.org/10.48550/arXiv.2504.06560 db/journals/corr/corr2504.html#abs-2504-06560 streams/journals/corr

Mingyu Zheng Zhifan Feng Jia Wang Lanrui Wang Zheng Lin 0001 Yang Hao Weiping Wang 0005 TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning. 2025 June abs/2506.08646 CoRR https://doi.org/10.48550/arXiv.2506.08646 db/journals/corr/corr2506.html#abs-2506-08646 streams/journals/corr

Jiangnan Li Zheng Lin 0001 Lanrui Wang Qingyi Si Yanan Cao 0001 Mo Yu Peng Fu 0008 Weiping Wang 0005 Jie Zhou 0016 Think out Loud: Emotion Deducing Explanation in Dialogues. 2024 abs/2406.04758 CoRR https://doi.org/10.48550/arXiv.2406.04758 db/journals/corr/corr2406.html#abs-2406-04758

Chenxu Yang Zheng Lin 0001 Chong Tian Liang Pang Lanrui Wang Zhengyang Tong Qirong Ho Yanan Cao 0001 Weiping Wang 0005 A Factuality and Diversity Reconciled Decoding Method for Knowledge-Grounded Dialogue Generation. 2024 abs/2407.05718 CoRR https://doi.org/10.48550/arXiv.2407.05718 db/journals/corr/corr2407.html#abs-2407-05718 streams/journals/corr

Hongyin Tang Di Xiu Lanrui Wang Xiurui Geng Jingang Wang Xunliang Cai Ltri-LLM: Streaming Long Context Inference for LLMs with Training-Free Dynamic Triangular Attention Pattern. 2024 abs/2412.04757 CoRR https://doi.org/10.48550/arXiv.2412.04757 db/journals/corr/corr2412.html#abs-2412-04757 streams/journals/corr

Chenxu Yang Zheng Lin 0001 Lanrui Wang Chong Tian Liang Pang Jiangnan Li Qirong Ho Yanan Cao 0001 Weiping Wang 0005 Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation. 8002-8015 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.497 https://aclanthology.org/2023.emnlp-main.497 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#YangLWTPLHCW23

Chenxu Yang Zheng Lin 0001 Lanrui Wang Chong Tian Liang Pang Jiangnan Li Qirong Ho Yanan Cao 0001 Weiping Wang 0005 Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation. 2023 abs/2310.08943 CoRR https://doi.org/10.48550/arXiv.2310.08943 db/journals/corr/corr2310.html#abs-2310-08943

Lanrui Wang Jiangnan Li Chenxu Yang Zheng Lin 0001 Weiping Wang 0005 Enhancing Empathetic and Emotion Support Dialogue Generation with Prophetic Commonsense Inference. 2023 abs/2311.15316 CoRR https://doi.org/10.48550/arXiv.2311.15316 db/journals/corr/corr2311.html#abs-2311-15316

Chenxu Yang Zheng Lin 0001 Jiangnan Li Fandong Meng Weiping Wang 0005 Lanrui Wang Jie Zhou 0016 TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation. 253-265 2022 COLING https://aclanthology.org/2022.coling-1.20 conf/coling/2022 db/conf/coling/coling2022.html#YangLLM0WZ22 Lanrui Wang Jiangnan Li Zheng Lin 0001 Fandong Meng Chenxu Yang Weiping Wang 0005 Jie Zhou 0016 Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection. 4634-4645 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.340 https://aclanthology.org/2022.findings-emnlp.340 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#WangLLMYWZ22 Yutong Tan Zheng Lin 0001 Peng Fu 0008 Mingyu Zheng Lanrui Wang Yanan Cao 0001 Weiping Wang 0005 Detach and Attach: Stylized Image Captioning without Paired Stylized Dataset. 4733-4741 2022 ACM Multimedia https://doi.org/10.1145/3503161.3548295 conf/mm/2022 db/conf/mm/mm2022.html#TanL0ZWCW22

Lanrui Wang Jiangnan Li Zheng Lin 0001 Fandong Meng Chenxu Yang Weiping Wang 0005 Jie Zhou 0016 Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection. 2022 abs/2210.11715 CoRR https://doi.org/10.48550/arXiv.2210.11715 db/journals/corr/corr2210.html#abs-2210-11715

Xunliang Cai Yanan Cao 0001 Zhifan Feng Peng Fu 0008 Xiurui Geng Yang Hao Qirong Ho Jiangnan Li Zheng Lin 0001 Huan Liu Fandong Meng Liang Pang Qingyi Si Yutong Tan Hongyin Tang Chong Tian Zhengyang Tong Jia Wang Jingang Wang Weiping Wang 0005 Di Xiu Chenxu Yang Hao Yang Mo Yu Mingyu Zheng Jie Zhou 0016