Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition. - Xin Zhang 097; Guangwei Xu; Yueheng Sun; Meishan Zhang; Pengjun Xie (ACL/IJCNLP (1), 2021)

Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations. - Xin Zhang 097; Guangwei Xu; Yueheng Sun; Meishan Zhang; Xiaobin Wang; Min Zhang 005 (ACL (1), 2022)

Domain-Specific NER via Retrieving Correlated Samples. - Xin Zhang 097; Yong Jiang 005; Xiaobin Wang; Xuming Hu; Yueheng Sun; Pengjun Xie; Meishan Zhang (COLING, 2022)

Extending Phrase Grounding with Pronouns in Visual Dialogues. - Panzhong Lu; Xin Zhang 097; Meishan Zhang; Min Zhang 005 (EMNLP, 2022)

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks. - Xuming Hu; Aiwei Liu; Zeqi Tan; Xin Zhang 097; Chenwei Zhang; Irwin King; Philip S. Yu (ACL (Findings), 2023)

Finetuning Language Models for Multimodal Question Answering. - Xin Zhang 097; Wen Xie; Ziqi Dai; Jun Rao; Haokun Wen; Xuan Luo; Meishan Zhang; Min Zhang 005 (ACM Multimedia, 2023)

Zero-Shot Information Extraction via Chatting with ChatGPT. - Xiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang 097; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen 005; Meishan Zhang; Yong Jiang 005; Wenjuan Han (CoRR, 2023)

Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm. - Hexuan Deng; Xin Zhang 097; Meishan Zhang; Xuebo Liu 002; Min Zhang 005 (CoRR, 2023)

Towards General Text Embeddings with Multi-stage Contrastive Learning. - Zehan Li; Xin Zhang 097; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang (CoRR, 2023)

Language Models are Universal Embedders. - Xin Zhang 097; Zehan Li; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Min Zhang 005 (CoRR, 2023)

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. - Xin Zhang 097; Yanzhao Zhang; Dingkun Long; Wen Xie; Ziqi Dai; Jialong Tang; Huan Lin; Baosong Yang; Pengjun Xie; Fei Huang 002; Meishan Zhang; Wenjie Li 002; et al. (EMNLP (Industry Track), 2024)

AutoSurvey: Large Language Models Can Automatically Write Surveys. - Yidong Wang; Qi Guo; Wenjin Yao; Hongbo Zhang; Xin Zhang 097; Zhen Wu 002; Meishan Zhang; Xinyu Dai; Min Zhang 005; Qingsong Wen; Wei Ye 004; Shikun Zhang; et al. (NeurIPS, 2024)

GME: Improving Universal Multimodal Retrieval by Multimodal LLMs. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CoRR, 2024)

Towards Text-Image Interleaved Retrieval. - Xin Zhang 097; Ziqi Dai; Yongqi Li 001; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Jun Yu; Wenjie Li 002; Min Zhang 005 (ACL (1), 2025)

Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CVPR, 2025)

R2ec: Towards Large Recommender Models with Reasoning. - Runyang You; Yongqi Li 001; Xinyu Lin 001; Xin Zhang 097; Wenjie Wang 007; Wenjie Li 002; Liqiang Nie (CoRR, 2025)

Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models. - Yanzhao Zhang; Mingxin Li; Dingkun Long; Xin Zhang 097; Huan Lin; Baosong Yang; Pengjun Xie; An Yang; Dayiheng Liu; Junyang Lin; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey. - Meishan Zhang; Xin Zhang 097; Xinping Zhao; Shouzheng Huang; Baotian Hu; Min Zhang 005 (CoRR, 2025)

Dependency Scoring Learning and Corpus Boosting for Translation-Based Cross-Lingual Dependency Parsing. - Huiyao Chen; Xin Zhang 097; Jing Chen; Meishan Zhang; Min Zhang 005 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)