Kewei Tu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 161

Top Venues

CoRR

ACL (1)

EMNLP

EMNLP (Findings)

Publications

Ning Cheng, Zhaohui Yan, Ziming Wang, Zhijie Li, Jiaming Yu, Zilong Zheng, Kewei Tu, Jinan Xu, Wenjuan Han
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL. CoRR (2024)
Qingyang Zhu, Xiang Hu, Pengyu Ji, Wei Wu, Kewei Tu
Unsupervised Morphological Tree Tokenizer. CoRR (2024)
Zhuo Chen, Chengyue Jiang, Kewei Tu
Using Interpretation Methods for Model Enhancement. CoRR (2024)
Xiang Hu, Pengyu Ji, Qingyang Zhu, Wei Wu, Kewei Tu
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale. ACL (1) (2024)
Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. AAAI (2024)
Yida Zhao, Chao Lou, Kewei Tu
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models. CoRR (2024)
Chao Lou, Zixia Jia, Zilong Zheng, Kewei Tu
Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers. CoRR (2024)
Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts. ACL (Findings) (2024)
Haoyi Wu, Kewei Tu
Layer-Condensed KV Cache for Efficient Inference of Large Language Models. CoRR (2024)
Ning Cheng, Zhaohui Yan, Ziming Wang, Zhijie Li, Jiaming Yu, Zilong Zheng, Kewei Tu, Jinan Xu, Wenjuan Han
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL. ICIC (LNAI 1) (2024)
Xiang Hu, Qingyang Zhu, Kewei Tu, Wei Wu
Augmenting Transformers with Recursively Composed Multi-grained Representations. ICLR (2024)
Wenyang Hui, Chengyue Jiang, Yan Wang, Kewei Tu
RoT: Enhancing Large Language Models with Reflection on Search Trees. CoRR (2024)
Haoyi Wu, Kewei Tu
Layer-Condensed KV Cache for Efficient Inference of Large Language Models. ACL (1) (2024)
Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts. CoRR (2024)
Xiang Hu, Pengyu Ji, Qingyang Zhu, Wei Wu, Kewei Tu
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale. CoRR (2024)
Chaoyi Ai, Yong Jiang, Shen Huang, Pengjun Xie, Kewei Tu
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation. CoRR (2024)
Chaoyi Ai, Kewei Tu
Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields. AAAI (2024)
Yida Zhao, Chao Lou, Kewei Tu
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models. ACL (1) (2024)
Haoyi Wu, Kewei Tu
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation. CoRR (2023)
Chao Lou, Kewei Tu
AMR Parsing with Causal Hierarchical Attention and Pointers. CoRR (2023)
Haoyi Wu, Wenyang Hui, Yezeng Chen, Weiqi Wu, Kewei Tu, Yi Zhou
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset. EMNLP (Findings) (2023)
Jiong Cai, Shen Huang, Yong Jiang, Zeqi Tan, Pengjun Xie, Kewei Tu
Graph Propagation based Data Augmentation for Named Entity Recognition. ACL (2) (2023)
Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. SemEval@ACL (2023)
Xiang Hu, Xinyu Kong, Kewei Tu
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification. CoRR (2023)
Songlin Yang, Kewei Tu
Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection. ACL (1) (2023)
Zhaohui Yan, Songlin Yang, Wei Liu, Kewei Tu
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks. CoRR (2023)
Chao Lou, Kewei Tu
AMR Parsing with Causal Hierarchical Attention and Pointers. EMNLP (2023)
Weiqi Wu, Chengyue Jiang, Yong Jiang, Pengjun Xie, Kewei Tu
Do PLMs Know and Understand Ontological Knowledge? CoRR (2023)
Chengyue Jiang, Yong Jiang, Weiqi Wu, Yuting Zheng, Pengjun Xie, Kewei Tu
COMBO: A Complete Benchmark for Open KG Canonicalization. CoRR (2023)
Chengyue Jiang, Yong Jiang, Weiqi Wu, Yuting Zheng, Pengjun Xie, Kewei Tu
COMBO: A Complete Benchmark for Open KG Canonicalization. EACL (2023)
Zhaohui Yan, Songlin Yang, Wei Liu, Kewei Tu
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks. EMNLP (2023)
Pengyu Ji, Songlin Yang, Kewei Tu
Improving Span Representation by Efficient Span-Level Attention. EMNLP (Findings) (2023)
Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding. CoRR (2023)
Zhuo Chen, Chengyue Jiang, Kewei Tu
Using Interpretation Methods for Model Enhancement. EMNLP (2023)
Xiang Hu, Qingyang Zhu, Kewei Tu, Wei Wu
Augmenting transformers with recursively composed multi-grained representations. CoRR (2023)
Chao Lou, Kewei Tu
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints. ACL (2) (2023)
Zeqi Tan, Shen Huang, Zixia Jia, Jiong Cai, Yinghui Li, Weiming Lu, Yueting Zhuang, Kewei Tu, Pengjun Xie, Fei Huang, Yong Jiang
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. CoRR (2023)
Xiang Hu, Xinyu Kong, Kewei Tu
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification. ICLR (2023)
Wei Liu, Songlin Yang, Kewei Tu
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role. ACL (Findings) (2023)
Weiqi Wu, Chengyue Jiang, Yong Jiang, Pengjun Xie, Kewei Tu
Do PLMs Know and Understand Ontological Knowledge? ACL (1) (2023)
Jiong Cai, Yong Jiang, Yue Zhang, Chengyue Jiang, Ke Yu, Jianhui Ji, Rong Xiao, Haihong Tang, Tao Wang, Zhongqiang Huang, Pengjun Xie, Fei Huang, Kewei Tu
Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model. CoRR (2023)
Chengyue Jiang, Wenyang Hui, Yong Jiang, Xiaobin Wang, Pengjun Xie, Kewei Tu
Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing. ACL (1) (2023)
Haoyi Wu, Wenyang Hui, Yezeng Chen, Weiqi Wu, Kewei Tu, Yi Zhou
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset. CoRR (2023)
Haoyi Wu, Kewei Tu
Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation. ACL (Findings) (2023)
Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu
Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field. ACL (1) (2023)
Wei Liu, Songlin Yang, Yoon Kim, Kewei Tu
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions. CoRR (2023)
Chao Lou, Kewei Tu
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints. CoRR (2023)
Wei Liu, Songlin Yang, Yoon Kim, Kewei Tu
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions. EMNLP (Findings) (2023)
Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. NAACL-HLT (2022)
Chao Lou, Songlin Yang, Kewei Tu
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing. ACL (1) (2022)
Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. SemEval@NAACL (2022)
Songlin Yang, Kewei Tu
Headed-Span-Based Projective Dependency Parsing. ACL (1) (2022)
Zhaohui Yan, Zixia Jia, Kewei Tu
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction. AACL/IJCNLP (2) (2022)
Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu
Joint Information Extraction with Cross-Task and Cross-Instance High-Order Modeling. CoRR (2022)
Songlin Yang, Kewei Tu
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference. CoRR (2022)
Songlin Yang, Kewei Tu
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks. ACL (1) (2022)
Liwen Zhang, Zixia Jia, Wenjuan Han, Zilong Zheng, Kewei Tu
SHARP: Search-Based Adversarial Attack for Structured Prediction. NAACL-HLT (Findings) (2022)
Xinyu Wang, Jiong Cai, Yong Jiang, Pengjun Xie, Kewei Tu, Wei Lu
Named Entity and Relation Extraction with Multi-Modal Retrieval. EMNLP (Findings) (2022)
Hao Zhou, Gongshen Liu, Kewei Tu
Improving Constituent Representation with Hypertree Neural Networks. NAACL-HLT (2022)
Songlin Yang, Wei Liu, Kewei Tu
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs. CoRR (2022)
Zixia Jia, Zhaohui Yan, Haoyi Wu, Kewei Tu
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference. AAAI (2022)
Songlin Yang, Wei Liu, Kewei Tu
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs. NAACL-HLT (2022)
Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. EMNLP (2022)
Songlin Yang, Kewei Tu
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing. ACL (Findings) (2022)
Xinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. CoRR (2022)
Songlin Yang, Kewei Tu
Semantic Dependency Parsing with Edge GNNs. EMNLP (Findings) (2022)
Xinyu Wang, Jiong Cai, Yong Jiang, Pengjun Xie, Kewei Tu, Wei Lu
Named Entity and Relation Extraction with Multi-Modal Retrieval. CoRR (2022)
Chao Lou, Songlin Yang, Kewei Tu
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing. CoRR (2022)
Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. CoRR (2022)
Chengyue Jiang, Wenyang Hui, Yong Jiang, Xiaobin Wang, Pengjun Xie, Kewei Tu
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing. CoRR (2022)
Chao Lou, Wenjuan Han, Kewei Tu
Spa: On the Sparsity of Virtual Adversarial Training for Dependency Parsing. AACL/IJCNLP (Findings) (2022)
Kewei Tu, Yong Jiang, Wenjuan Han, Yanpeng Zhao
Unsupervised Natural Language Parsing (Introductory Tutorial). EACL (Tutorial Abstracts) (2021)
Yixian Liu, Liwen Zhang, Xinyu Zhang, Yong Jiang, Yue Zhang, Kewei Tu
Generalized Supervised Attention for Text Generation. ACL/IJCNLP (Findings) (2021)
Xinyu Wang, Zixia Jia, Yong Jiang, Kewei Tu
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings. CoRR (2021)
Songlin Yang, Kewei Tu
Combining (second-order) graph-based and headed span-based projective dependency parsing. CoRR (2021)
Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Risk Minimization for Zero-shot Sequence Labeling. ACL/IJCNLP (1) (2021)
Liwen Zhang, Ge Wang, Wenjuan Han, Kewei Tu
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing. ACL/IJCNLP (1) (2021)
Chengyue Jiang, Zijian Jin, Kewei Tu
Neuralizing Regular Expressions for Slot Filling. EMNLP (1) (2021)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. CoRR (2021)
Yixian Liu, Liwen Zhang, Wenjuan Han, Yue Zhang, Kewei Tu
Constrained Text Generation with Global Guidance - Case Study on CommonGen. CoRR (2021)
Songlin Yang, Yanpeng Zhao, Kewei Tu
Neural Bi-Lexicalized PCFG Induction. ACL/IJCNLP (1) (2021)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Automated Concatenation of Embeddings for Structured Prediction. ACL/IJCNLP (1) (2021)
Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor. ACL/IJCNLP (1) (2021)
Songlin Yang, Yanpeng Zhao, Kewei Tu
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols. CoRR (2021)
Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition. CoRR (2021)
Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision. ACL/IJCNLP (1) (2021)
Songlin Yang, Kewei Tu
Headed Span-Based Projective Dependency Parsing. CoRR (2021)
Songlin Yang, Yanpeng Zhao, Kewei Tu
Neural Bi-Lexicalized PCFG Induction. CoRR (2021)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning. ACL/IJCNLP (1) (2021)
Songlin Yang, Kewei Tu
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks. CoRR (2021)
Songlin Yang, Yanpeng Zhao, Kewei Tu
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols. NAACL-HLT (2021)
Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu
Second-Order Unsupervised Neural Dependency Parsing. COLING (2020)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network. EMNLP (1) (2020)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
More Embeddings, Better Sequence Labelers? CoRR (2020)
Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu
Second-Order Unsupervised Neural Dependency Parsing. CoRR (2020)
Xinyu Wang, Yong Jiang, Kewei Tu
Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data. IWPT 2020 (2020)
Xinyu Wang, Kewei Tu
Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training. CoRR (2020)
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
More Embeddings, Better Sequence Labelers? EMNLP (Findings) (2020)
Wenjuan Han, Liwen Zhang, Yong Jiang, Kewei Tu
Adversarial Attack and Defense of Structured Prediction Models. EMNLP (1) (2020)
Chengyue Jiang, Yinggong Zhao, Shanbo Chu, Libin Shen, Kewei Tu
Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks. EMNLP (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kewei Tu