Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. - Libo Qin 001; Tianbao Xie; Shijue Huang; Qiguang Chen; Xiao Xu 005; Wanxiang Che (EMNLP (1), 2021)

Frequently Asked Question Pair Generation for Rule and Regulation Document. - Keyang Ding; Chenran Cai; Shijue Huang; Rui Wang 092; Qianlong Wang 001; Jianxin Li 002; Guozhong Shi; Feiran Hu; Fengxin Li; Ruifeng Xu 001 (AIMS, 2022)

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qian Liu; Shijue Huang; Wanxiang Che; Zhou Yu (COLING, 2022)

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. - Libo Qin 001; Shijue Huang; Qiguang Chen; Chenran Cai; Yudi Zhang; Bin Liang 004; Wanxiang Che; Ruifeng Xu 001 (ACL (Findings), 2023)

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. - Libo Qin 001; Qiguang Chen; Fuxuan Wei; Shijue Huang; Wanxiang Che (EMNLP, 2023)

Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever. - Shijue Huang; Bingbing Wang; Libo Qin 001; Qin Zhao; Ruifeng Xu 001 (NLPCC (3), 2023)

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. - Shijue Huang; Wanjun Zhong; Jianqiao Lu; Qi Zhu 011; Jiahui Gao; Weiwen Liu; Yutai Hou; Xingshan Zeng; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruifeng Xu 001; et al. (ACL (Findings), 2024)

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models. - Zexuan Qiu; Jingjing Li 007; Shijue Huang; Xiaoqi Jiao; Wanjun Zhong; Irwin King (EMNLP (Findings), 2024)

SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection. - Shijue Huang; Libo Qin 001; Bingbing Wang; Geng Tu; Ruifeng Xu 001 (ICASSP, 2024)

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models. - Zexuan Qiu; Jingjing Li 007; Shijue Huang; Wanjun Zhong; Irwin King (CoRR, 2024)

Towards Real-World Stickers Use: A New Dataset for Multi-Tag Sticker Recognition. - Bingbing Wang; Bin Liang 004; Chun-Mei Feng 001; Wangmeng Zuo; Zhixin Bai; Shijue Huang; Kam-Fai Wong; Ruifeng Xu 001 (CoRR, 2024)

What do they "meme"? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding. - Bingbing Wang; Shijue Huang; Bin Liang 004; Geng Tu; Min Yang 007; Ruifeng Xu 001 (Knowl. Based Syst., 2024)

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst. - Shijue Huang; Wanjun Zhong; Deng Cai 002; Fanqi Wan; Chengyi Wang; Mingxuan Wang; Mu Qiao; Ruifeng Xu 001 (AAAI, 2025)

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst. - Hongru Wang 003; Deng Cai 002; Wanjun Zhong; Shijue Huang; Jeff Z. Pan; Zeming Liu; Kam-Fai Wong (ACL (Findings), 2025)

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. - Libo Qin 001; Fuxuan Wei; Qiguang Chen; Jingxuan Zhou; Shijue Huang; Jiasheng Si; Wenpeng Lu; Wanxiang Che (ICASSP, 2025)

UI-TARS: Pioneering Automated GUI Interaction with Native Agents. - Yujia Qin; Yining Ye; Junjie Fang; Haoming Wang; Shihao Liang; Shizuo Tian; Junda Zhang; Jiahao Li; Yunxin Li; Shijue Huang; Wanjun Zhong; Kuanye Li; et al. (CoRR, 2025)

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs. - Jiazhan Feng; Shijue Huang; Xingwei Qu; Ge Zhang 009; Yujia Qin; Baoquan Zhong; Chengquan Jiang; Jinxin Chi; Wanjun Zhong (CoRR, 2025)

OTC: Optimal Tool Calls via Reinforcement Learning. - Hongru Wang 003; Cheng Qian 008; Wanjun Zhong; Xiusi Chen; Jiahao Qiu; Shijue Huang; Bowen Jin; Mengdi Wang; Kam-Fai Wong; Heng Ji 001 (CoRR, 2025)

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting. - Shijue Huang; Hongru Wang 003; Wanjun Zhong; Zhaochen Su; Jiazhan Feng; Bowen Cao; Yi R. (May) Fung (CoRR, 2025)

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue. - Libo Qin 001; Shijue Huang; Qiguang Chen; Qian Liu; Wanxiang Che; Ruifeng Xu 001 (Frontiers Comput. Sci., 2025)