Kewei Tu

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 GiLT: Augmenting Transformer Language Models with Dependency Graphs ACL 2026 A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025 Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025 EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation EMNLP 2025 Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling ICML 2025 Unsupervised Morphological Tree Tokenizer ACL 2025 Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale ACL 2024 Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields AAAI 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models ACL 2024 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024 Layer-Condensed KV Cache for Efficient Inference of Large Language Models ACL 2024 Augmenting Transformers with Recursively Composed Multi-grained Representations ICLR 2024 Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints ACL 2023 Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation ACL 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition ACL 2023 Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023 Improving Span Representation by Efficient Span-Level Attention EMNLP 2023 A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification ICLR 2023 COMBO: A Complete Benchmark for Open KG Canonicalization EACL 2023 DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023 Using Interpretation Methods for Model Enhancement EMNLP 2023 Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks EMNLP 2023 AMR Parsing with Causal Hierarchical Attention and Pointers EMNLP 2023 Simple Hardware-Efficient PCFGs with Independent Left and Right Productions EMNLP 2023 Do PLMs Know and Understand Ontological Knowledge? ACL 2023 Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection ACL 2023 Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing ACL 2023 Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field ACL 2023 Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation ACL 2023 Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling ACL 2023 ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 2022 Semantic Dependency Parsing with Edge GNNs EMNLP 2022 Headed-Span-Based Projective Dependency Parsing ACL 2022 Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks ACL 2022 Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing ACL 2022 Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing ACL 2022 DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022 Spa: On the Sparsity of Virtual Adversarial Training for Dependency Parsing AACL 2022 DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022 SHARP: Search-Based Adversarial Attack for Structured Prediction NAACL 2022 Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs NAACL 2022 Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction IJCNLP 2022 Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022 An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction AACL 2022 Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022 Unsupervised Natural Language Parsing (Introductory Tutorial) EACL 2021 Automated Concatenation of Embeddings for Structured Prediction ACL 2021 Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021 Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021 PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021 Neuralizing Regular Expressions for Slot Filling EMNLP 2021 Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings IJCNLP 2021 Generalized Supervised Attention for Text Generation IJCNLP 2021 Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing IJCNLP 2021 Risk Minimization for Zero-shot Sequence Labeling IJCNLP 2021 Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ACL 2021 Generalized Supervised Attention for Text Generation ACL 2021 Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing ACL 2021 Risk Minimization for Zero-shot Sequence Labeling ACL 2021 Neural Bi-Lexicalized PCFG Induction IJCNLP 2021 Multi-View Cross-Lingual Structured Prediction with Minimum Supervision IJCNLP 2021 Neural Bi-Lexicalized PCFG Induction ACL 2021 Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021 Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021 Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021 Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021 More Embeddings, Better Sequence Labelers? EMNLP 2020 Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training AACL 2020 An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020 Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL 2020 Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ACL 2020 Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL 2020 Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data ACL 2020 Semi-Supervised Dependency Parsing with Arc-Factored Variational Autoencoding COLING 2020 A Survey of Unsupervised Dependency Parsing COLING 2020 Deep Inside-outside Recursive Autoencoder with All-span Objective COLING 2020 Second-Order Unsupervised Neural Dependency Parsing COLING 2020 Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020 Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks EMNLP 2020 AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020 Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders EMNLP 2020 Learning Numeral Embedding EMNLP 2020 An Investigation of Potential Function Designs for Neural CRF EMNLP 2020 A Regularization-based Framework for Bilingual Grammar Induction IJCNLP 2019 Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019 Multilingual Grammar Induction with Continuous Language Identification EMNLP 2019 A Regularization-based Framework for Bilingual Grammar Induction EMNLP 2019 ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CONLL 2019 Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL 2019 Latent Variable Sentiment Grammar ACL 2019 Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ACL 2019 Bidirectional Transition-Based Dependency Parsing AAAI 2019 Gaussian Mixture Latent Vector Grammars ACL 2018 CRF Autoencoder for Unsupervised Dependency Parsing EMNLP 2017 Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP 2017 Structured Attentions for Visual Question Answering ICCV 2017 Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP 2017 Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017 Unsupervised Neural Dependency Parsing EMNLP 2016 Modified Dirichlet Distribution: Allowing Negative Parameters to Induce Stronger Sparsity EMNLP 2016 Stochastic and-or Grammars: A Unified Framework and Logic Perspective IJCAI 2016 Context-Dependent Sense Embedding EMNLP 2016 Curriculum Learning of Bayesian Network Structures ACML 2015 Unsupervised Structure Learning of Stochastic And-Or Grammars NIPS 2013 Combining the Sparsity and Unambiguity Biases for Grammar Induction NAACL 2012 Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars CONLL 2012 Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars EMNLP 2012