Using Dynamic Embeddings to Improve Static Embeddings. - Yile Wang 001; Leyang Cui; Yue Zhang 004 (CoRR, 2019)

Does Chinese BERT Encode Word Structure? - Yile Wang 001; Leyang Cui; Yue Zhang 004 (COLING, 2020)

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning. - Jian Liu 030; Leyang Cui; Hanmeng Liu; Dandan Huang; Yile Wang 001; Yue Zhang 004 (IJCAI, 2020)

Lattice LSTM for Chinese Sentence Representation. - Yue Zhang 004; Yile Wang 001; Jie Yang 039 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Improving Skip-Gram Embeddings Using BERT. - Yile Wang 001; Leyang Cui; Yue Zhang 004 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. - Jiangbin Zheng 002; Yile Wang 001; Ge Wang; Jun Xia 001; Yufei Huang 002; Guojiang Zhao; Yue Zhang 004; Stan Z. Li (ACL (1), 2022)

Pre-Training a Graph Recurrent Network for Language Representation. - Yile Wang 001; Linyi Yang; Zhiyang Teng; Ming Zhou 001; Yue Zhang 004 (CoRR, 2022)

Can Offline Reinforcement Learning Help Natural Language Understanding? - Ziqi Zhang; Yile Wang 001; Yue Zhang 004; Donglin Wang (CoRR, 2022)

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks. - Zhicheng Guo; Sijie Cheng; Yile Wang 001; Peng Li 030; Yang Liu 005 (ACL (Findings), 2023)

CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment. - Jiangbin Zheng 002; Yile Wang 001; Cheng Tan 012; Siyuan Li 002; Ge Wang; Jun Xia 001; Yidong Chen 001; Stan Z. Li (CVPR, 2023)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models. - Yile Wang 001; Peng Li 030; Maosong Sun 001; Yang Liu 005 (EMNLP (Findings), 2023)

YATO: Yet Another deep learning based Text analysis Open toolkit. - Zeqiang Wang; Yile Wang 001; Jiageng Wu; Zhiyang Teng; Jie Yang 039 (EMNLP (Demos), 2023)

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models. - Xiaolong Wang 014; Yile Wang 001; Yuanchi Zhang; Fuwen Luo; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. - Yuanchi Zhang; Yile Wang 001; Zijun Liu; Shuo Wang 013; Xiaolong Wang 014; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

DEEM: Dynamic Experienced Expert Modeling for Stance Detection. - Xiaolong Wang 014; Yile Wang 001; Sijie Cheng; Peng Li 030; Yang Liu 005 (LREC/COLING, 2024)

Position: Towards Unified Alignment Between Agents, Humans, and Environment. - Zonghan Yang; An Liu; Zijun Liu; Kaiming Liu; Fangzhou Xiong; Yile Wang 001; Zeyuan Yang 002; Qingyuan Hu; Xinrui Chen; Zhenhe Zhang; Fuwen Luo; Zhicheng Guo; et al. (ICML, 2024)

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security. - Yuanchun Li; Hao Wen 004; Weijun Wang 001; Xiangyu Li; Yizhen Yuan; Guohong Liu 002; Jiacheng Liu; Wenxing Xu; Xiang Wang; Yi Sun; Rui Kong; Yile Wang 001; et al. (CoRR, 2024)

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models. - Yile Wang 001; Sijie Cheng; Zixin Sun; Peng Li 030; Yang Liu 005 (CoRR, 2024)

Towards Unified Alignment Between Agents, Humans, and Environment. - Zonghan Yang; An Liu; Zijun Liu; Kaiming Liu; Fangzhou Xiong; Yile Wang 001; Zeyuan Yang 002; Qingyuan Hu; Xinrui Chen; Zhenhe Zhang; Fuwen Luo; Zhicheng Guo; et al. (CoRR, 2024)

Lost in Context? On the Sense-Wise Variance of Contextualized Word Embeddings. - Yile Wang 001; Yue Zhang 004 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Gradual Syntactic Label Replacement for Language Model Pre-Training. - Yile Wang 001; Yue Zhang 004; Peng Li 030; Yang Liu 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models. - Yile Wang 001; Sijie Cheng; Zixin Sun; Peng Li 030; Yang Liu 005 (COLING, 2025)

Perspective Transition of Large Language Models for Solving Subjective Tasks. - Xiaolong Wang 014; Yuanchi Zhang; Ziyue Wang 002; Yuzhuang Xu; Fuwen Luo; Yile Wang 001; Peng Li 030; Yang Liu 005 (CoRR, 2025)

Pre-Training a Graph Recurrent Network for Text Understanding. - Yile Wang 001; Linyi Yang; Zhiyang Teng; Ming Zhou 001; Yue Zhang 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)