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Yuanbin Wu

67 papers · 2009–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (104) 🏠 Conference Loyalist (20) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (32) πŸ”¬ Deep Specialist (14) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (253) πŸ’Ž Century Club (67) ❓ The Questioner ⚑ Prolific Year (5) πŸš€ Conference Pioneer

Conferences

EMNLP (20) ACL (18) SEMEVAL (11) CONLL (5) IJCNLP (4) EACL (3) AAAI (2) COLING (2) ICML (1) NIPS (1)

Top co-authors

Man Lan (32) Changzhi Sun (17) Tao Ji (16) Xuanjing Huang (8) Xiaoling Wang (8) Yufang Liu (8) Qi Zhang (8) Hao Zhou (7) Jie Zhou (6) Yijun Wang (6)

Research topics

Applications (1) Education (1)

Keywords

relation extraction (7) dependency parsing (6) text classification (5) named entity recognition (5) word embedding (5) neural network (4) entity relation extraction (4) representation learning (4) natural language processing (4) domain adaptation (3) entity extraction (3) language model (3) attention mechanism (3) pre-trained language model (3) sentiment analysis (3) syntactic parsing (3) question answering (3) pretrained language model (3) ensemble learning (2) model compression (2)

Papers

DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025
On Support Samples of Next Word Prediction ACL 2025
Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025
Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024
CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays EMNLP 2024
Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method EMNLP 2024
Length Generalization of Causal Transformers without Position Encoding ACL 2024
AntLM: Bridging Causal and Masked Language Models CONLL 2024
Generation with Dynamic Vocabulary EMNLP 2024
A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis EMNLP 2023
Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023
Typology Guided Multilingual Position Representations: Case on Dependency Parsing ACL 2023
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
Few Clean Instances Help Denoising Distant Supervision COLING 2022
Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation EMNLP 2022
UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021
Is β€œhot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons EACL 2021
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction EACL 2021
Probabilistic Graph Reasoning for Natural Proof Generation IJCNLP 2021
Probabilistic Graph Reasoning for Natural Proof Generation ACL 2021
Attending via both Fine-tuning and Compressing IJCNLP 2021
UniRE: A Unified Label Space for Entity Relation Extraction IJCNLP 2021
Attending via both Fine-tuning and Compressing ACL 2021
Generating CCG Categories AAAI 2021
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment EMNLP 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
A Unified Encoding of Structures in Transition Systems EMNLP 2021
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020
A Span-based Linearization for Constituent Trees ACL 2020
Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020
Graph-based Dependency Parsing with Graph Neural Networks ACL 2019
Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019
Exploring Human Gender Stereotypes with Word Association Test EMNLP 2019
Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations AAAI 2019
Exploring Human Gender Stereotypes with Word Association Test IJCNLP 2019
ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task SEMEVAL 2018
AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing CONLL 2018
Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models SEMEVAL 2018
ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task SEMEVAL 2018
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018
ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task SEMEVAL 2018
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017
A Fast and Lightweight System for Multilingual Dependency Parsing CONLL 2017
ECNU at SemEval-2017 Task 7: Using Supervised and Unsupervised Methods to Detect and Locate English Puns SEMEVAL 2017
ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SEMEVAL 2017
ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification SEMEVAL 2017
ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain SEMEVAL 2017
A Learning Error Analysis for Structured Prediction with Approximate Inference NIPS 2017
Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017
ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity SEMEVAL 2017
ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task SEMEVAL 2017
An Online Learning Algorithm for Bilinear Models ICML 2015
The CoNLL-2013 Shared Task on Grammatical Error Correction CONLL 2013
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task CONLL 2013
Grammatical Error Correction Using Integer Linear Programming ACL 2013
Structural Opinion Mining for Graph-based Sentiment Representation EMNLP 2011
Phrase Dependency Parsing for Opinion Mining EMNLP 2009