← Authors

Kewei Tu

114 papers · 2012–2026 · 16 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌍 Conference Polyglot (16) πŸƒ Academic Marathon (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (38) 🐺 Lone Wolf (3) πŸ”¬ Deep Specialist (24) 🌱 Topic Pioneer 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam 🀝 Dynamic Duo (50) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (7) πŸ’Ž Century Club (113) πŸ—ƒοΈ Keyword Collector (58)

Conferences

ACL (38) EMNLP (31) IJCNLP (12) NAACL (8) AAAI (4) COLING (4) AACL (3) EACL (3) CONLL (2) ICLR (2) SEMEVAL (2) ACML (1) ICCV (1) ICML (1) IJCAI (1) NIPS (1)

Top co-authors

Yong Jiang (50) Fei Huang (22) Xinyu Wang (21) Wenjuan Han (18) Tao Wang (17) Zixia Jia (16) Nguyen Bach (15) Songlin Yang (15) Pengjun Xie (14) Zhongqiang Huang (14)

Keywords

dependency parsing (19) named entity recognition (15) neural network (13) grammar induction (12) structured prediction (11) syntactic parsing (10) constituency parsing (9) sequence labeling (9) unsupervised learning (8) variational inference (8) conditional random field (8) unsupervised parsing (7) semi-supervised learning (6) relation extraction (5) language modeling (5) cross-lingual transfer (5) zero-shot learning (4) language model (4) probabilistic context-free grammar (4) knowledge base (4)

Papers

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026
Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation EMNLP 2025
Unsupervised Morphological Tree Tokenizer ACL 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025
Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling ICML 2025
A Systematic Study of Compositional Syntactic Transformer Language Models ACL 2025
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025
Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025
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
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale 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
Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields AAAI 2024
Improving Grammar-based Sequence-to-Sequence Modeling with Decomposition and Constraints 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
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
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 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
SHARP: Search-Based Adversarial Attack for Structured Prediction 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
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs NAACL 2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 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
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 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
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021
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 ACL 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 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
Neural Bi-Lexicalized PCFG Induction 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
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision IJCNLP 2021
Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021
Neural Bi-Lexicalized PCFG Induction ACL 2021
Neuralizing Regular Expressions for Slot Filling EMNLP 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 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
Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL 2019
A Regularization-based Framework for Bilingual Grammar Induction IJCNLP 2019
Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019
Bidirectional Transition-Based Dependency Parsing AAAI 2019
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ACL 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
Latent Variable Sentiment Grammar ACL 2019
Gaussian Mixture Latent Vector Grammars ACL 2018
Structured Attentions for Visual Question Answering ICCV 2017
Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP 2017
Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP 2017
Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017
CRF Autoencoder for Unsupervised Dependency Parsing 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
Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars CONLL 2012
Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars EMNLP 2012
Combining the Sparsity and Unambiguity Biases for Grammar Induction NAACL 2012