ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing. - Xinyu Wang 013; Yixian Liu; Zixia Jia; Chengyue Jiang; Kewei Tu (CoNLL Shared Task, 2019)

Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders. - Zixia Jia; Youmi Ma; Jiong Cai; Kewei Tu (ACL, 2020)

Structural Knowledge Distillation. - Xinyu Wang 013; Yong Jiang 001; Zhaohui Yan 001; Zixia Jia; Nguyen Bach; Tao Wang 056; Zhongqiang Huang; Fei Huang 002; Kewei Tu (CoRR, 2020)

Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. - Xinyu Wang 013; Yong Jiang 001; Zhaohui Yan 001; Zixia Jia; Nguyen Bach; Tao Wang 056; Zhongqiang Huang; Fei Huang 002; Kewei Tu (ACL/IJCNLP (1), 2021)

Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings. - Xinyu Wang 013; Zixia Jia; Yong Jiang 001; Kewei Tu (CoRR, 2021)

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. - Xinyu Wang 013; Min Gui; Yong Jiang 001; Zixia Jia; Nguyen Bach; Tao Wang 056; Zhongqiang Huang; Fei Huang 002; Kewei Tu (CoRR, 2021)

Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference. - Zixia Jia; Zhaohui Yan 001; Haoyi Wu; Kewei Tu (AAAI, 2022)

An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction. - Zhaohui Yan 001; Zixia Jia; Kewei Tu (AACL/IJCNLP (2), 2022)

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. - Xinyu Wang 013; Min Gui; Yong Jiang 001; Zixia Jia; Nguyen Bach; Tao Wang 056; Zhongqiang Huang; Kewei Tu (NAACL-HLT, 2022)

SHARP: Search-Based Adversarial Attack for Structured Prediction. - Liwen Zhang; Zixia Jia; Wenjuan Han; Zilong Zheng; Kewei Tu (NAACL-HLT (Findings), 2022)

Joint Information Extraction with Cross-Task and Cross-Instance High-Order Modeling. - Zixia Jia; Zhaohui Yan 001; Wenjuan Han; Zilong Zheng; Kewei Tu (CoRR, 2022)

Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field. - Zixia Jia; Zhaohui Yan 001; Wenjuan Han; Zilong Zheng; Kewei Tu (ACL (1), 2023)

Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models. - Junpeng Li; Zixia Jia; Zilong Zheng (EMNLP, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002 (SemEval@ACL, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (CoRR, 2023)

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. - Zixia Jia; Junpeng Li; Shichuan Zhang; Anji Liu; Zilong Zheng (ACL (1), 2024)

LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments. - Zixia Jia; Mengmeng Wang; Baichen Tong; Song-Chun Zhu; Zilong Zheng (ACL (Findings), 2024)

Varying Sentence Representations via Condition-Specified Routers. - Ziyong Lin; Quansen Wang; Zixia Jia; Zilong Zheng (EMNLP, 2024)

Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers. - Chao Lou; Zixia Jia; Zilong Zheng; Kewei Tu (CoRR, 2024)

Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling. - Zhen-Xiang Ma; Zhen-Duo Chen 001; Tai Zheng; Xin Luo 006; Zixia Jia; Xin-Shun Xu (AAAI, 2025)

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection. - Jiaqi Li; Xinyi Dong; Yang Liu 266; Zhizhuo Yang; Quansen Wang; Xiaobo Wang; Song-Chun Zhu; Zixia Jia; Zilong Zheng (ACL (Findings), 2025)

Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training. - Ziyong Lin; Haoyi Wu; Shu Wang; Kewei Tu; Zilong Zheng; Zixia Jia (ACL (1), 2025)

From Hours to Minutes: Lossless Acceleration of Ultra Long Sequence Generation up to 100K Tokens. - Tong Wu; Junzhe Shen; Zixia Jia; Yuxuan Wang 004; Zilong Zheng (CoRR, 2025)

Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space. - Hengli Li; Chenxi Li; Tong Wu; Xuekai Zhu; Yuxuan Wang; Zhaoxin Yu; Eric Hanchen Jiang; Song-Chun Zhu; Zixia Jia; Ying Nian Wu; Zilong Zheng (CoRR, 2025)

TongSearch-QR: Reinforced Query Reasoning for Retrieval. - Xubo Qin; Jun Bai; Jiaqi Li; Zixia Jia; Zilong Zheng (CoRR, 2025)