Generative Dialog Policy for Task-oriented Dialog Systems. - Tian Lan 003; Xianling Mao; Heyan Huang (CoRR, 2019)

When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation. - Tian Lan 003; Xianling Mao; Heyan Huang; Wei Wei 002 (CoRR, 2019)

Multi-task Learning for Low-Resource Second Language Acquisition Modeling. - Yong Hu; Heyan Huang; Tian Lan 003; Xiaochi Wei; Yuxiang Nie; Jiarui Qi; Liner Yang; Xian-Ling Mao (APWeb/WAIM (1), 2020)

Which Kind Is Better in Open-domain Multi-turn Dialog, Hierarchical or Non-hierarchical Models? An Empirical Study. - Tian Lan 003; Xian-Ling Mao; Wei Wei 002; Heyan Huang (CoRR, 2020)

Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing. - Tian Lan 003; Xian-Ling Mao; Xiaoyan Gao; Wei Wei 002; Heyan Huang (CoRR, 2020)

Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems. - Tian Lan 003; Xian-Ling Mao; Zhipeng Zhao; Wei Wei 002; Heyan Huang (CoRR, 2020)

PONE: A Novel Automatic Evaluation Metric for Open-domain Generative Dialogue Systems. - Tian Lan 003; Xian-Ling Mao; Wei Wei 002; Xiaoyan Gao; Heyan Huang (ACM Trans. Inf. Syst., 2020)

Cross-Lingual Phrase Retrieval. - Heqi Zheng; Xiao Zhang 036; Zewen Chi; Heyan Huang; Yan Tan; Tian Lan 003; Wei Wei 002; Xian-Ling Mao (ACL (1), 2022)

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. - Yixuan Su; Fangyu Liu 001; Zaiqiao Meng; Tian Lan 003; Lei Shu 004; Ehsan Shareghi; Nigel Collier (NAACL-HLT (Findings), 2022)

A Contrastive Framework for Neural Text Generation. - Yixuan Su; Tian Lan 003; Yan Wang 060; Dani Yogatama; Lingpeng Kong; Nigel Collier (NeurIPS, 2022)

Cross-Lingual Phrase Retrieval. - Heqi Zheng; Xiao Zhang 036; Zewen Chi; Heyan Huang; Tan Yan; Tian Lan 003; Wei Wei 002; Xian-Ling Mao (CoRR, 2022)

Language Models Can See: Plugging Visual Controls in Text Generation. - Yixuan Su; Tian Lan 003; Yahui Liu; Fangyu Liu 001; Dani Yogatama; Yan Wang 060; Lingpeng Kong; Nigel Collier (CoRR, 2022)

Momentum Decoding: Open-ended Text Generation As Graph Exploration. - Tian Lan 003; Yixuan Su; Shu-Hang Liu; Heyan Huang; Xian-Ling Mao (CoRR, 2022)

Food recommendation with graph convolutional network. - Xiaoyan Gao; Fuli Feng; Heyan Huang; Xian-Ling Mao; Tian Lan 003; Zewen Chi (Inf. Sci., 2022)

Copy is All You Need. - Tian Lan 003; Deng Cai 002; Yan Wang 060; Heyan Huang; Xian-Ling Mao (ICLR, 2023)

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. - Huayang Li; Tian Lan 003; Zihao Fu; Deng Cai 002; Lemao Liu; Nigel Collier; Taro Watanabe; Yixuan Su (NeurIPS, 2023)

PandaGPT: One Model To Instruction-Follow Them All. - Yixuan Su; Tian Lan 003; Huayang Li; Jialu Xu; Yan Wang 060; Deng Cai 002 (CoRR, 2023)

LASH: Large-Scale Academic Deep Semantic Hashing. - Jia-Nan Guo; Xian-Ling Mao; Tian Lan 003; Rongxin Tu; Wei Wei 002; Heyan Huang (IEEE Trans. Knowl. Data Eng., 2023)

A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers. - Tian-Yi Che; Xian-Ling Mao; Tian Lan 003; Heyan Huang (KDD, 2024)

CriticEval: Evaluating Large-scale Language Model as Critic. - Tian Lan 003; Wenwei Zhang; Chen Xu; Heyan Huang; Dahua Lin; Kai Chen 026; Xian-Ling Mao (NeurIPS, 2024)

CriticBench: Evaluating Large Language Models as Critic. - Tian Lan 003; Wenwei Zhang; Chen Xu; Heyan Huang; Dahua Lin; Kai Chen 026; Xianling Mao (CoRR, 2024)

DECIDER: A Rule-Controllable Decoding Strategy for Language Generation by Imitating Dual-System Cognitive Theory. - Chen Xu; Tian Lan 003; Changlong Yu; Wei Wang 077; Jun Gao; Yu Ji; Qunxi Dong; Kun Qian 003; Piji Li; Wei Bi; Bin Hu 001 (CoRR, 2024)

Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models. - Yi-Fan Lu; Xian-Ling Mao; Tian Lan 003; Chen Xu; Heyan Huang (CoRR, 2024)

Training Language Models to Critique With Multi-agent Feedback. - Tian Lan 003; Wenwei Zhang; Chengqi Lyu; Shuaibin Li; Chen Xu; Heyan Huang; Dahua Lin; Xian-Ling Mao; Kai Chen 026 (CoRR, 2024)

Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong Baselines. - Zi-Ao Ma; Tian Lan 003; Rong-Cheng Tu; Yong Hu; Heyan Huang; Xian-Ling Mao (CoRR, 2024)

Towards Efficient Coarse-grained Dialogue Response Selection. - Tian Lan 003; Xian-Ling Mao; Wei Wei 002; Xiaoyan Gao; Heyan Huang (ACM Trans. Inf. Syst., 2024)

Exploring Dense Retrieval for Dialogue Response Selection. - Tian Lan 003; Deng Cai 002; Yan Wang 060; Yixuan Su; Heyan Huang; Xian-Ling Mao (ACM Trans. Inf. Syst., 2024)

SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection. - Yi-Fan Lu; Xian-Ling Mao; Tian Lan 003; Tong Zhang; Yu-Shi Zhu; Heyan Huang (ACL (1), 2025)

Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark. - Rong-Cheng Tu; Zi-Ao Ma; Tian Lan 003; Yuehao Zhao; Heyan Huang; Xian-Ling Mao (ACL (1), 2025)

T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation. - Zi-Ao Ma; Tian Lan 003; Rong-Cheng Tu; Shu-Hang Liu; Heyan Huang; Zhijing Wu 001; Chen Xu; Xian-Ling Mao (CoRR, 2025)

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations. - Tian Lan 003; Yang-Hao Zhou; Zi-Ao Ma; Fanshu Sun; Rui-Qing Sun; Junyu Luo 002; Rong-Cheng Tu; Heyan Huang; Chen Xu; Zhijing Wu 001; Xian-Ling Mao (CoRR, 2025)

Decider: A Dual-System Rule-Controllable Decoding Framework for Language Generation. - Chen Xu; Tian Lan 003; Yu Ji; Changlong Yu; Wei Wang 138; Jun Gao; Qunxi Dong; Kun Qian 003; Piji Li; Wei Bi; Bin Hu 001 (IEEE Trans. Knowl. Data Eng., 2025)