Xiaobin Wang
25 papers · 2015–2025 · 8 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
(20)
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Research topics
Natural Language Processing
(17)
Machine Learning
(16)
Learning Types Β· Machine Learning
(12)
Artificial Intelligence
(11)
Understanding
(10)
Deep Learning
(8)
Applications
(8)
Core AI
(8)
Learning Types Β· Deep Learning
(6)
Application Areas
(5)
Core Methods
(5)
Learning Paradigms
(5)
Resources & Methods
(5)
Generation
(3)
Optimization & Theory
(2)
Keywords
named entity recognition
(8)
large language model
(7)
entity typing
(5)
few-shot learning
(5)
domain adaptation
(4)
zero-shot learning
(3)
instruction tuning
(2)
few-shot named entity recognition
(2)
chinese word segmentation
(2)
pre-trained language model
(2)
neural network
(2)
text classification
(2)
agent system
(2)
label noise
(2)
information retrieval
(2)
language model
(2)
text mining
(1)
optimal transport
(1)
sequence labeling
(1)
multi-task learning
(1)
Papers
Agentic Knowledgeable Self-awareness
ACL 2025
Benchmarking Agentic Workflow Generation
ICLR 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
EMNLP 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
ACL 2025
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models
NAACL 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
AAAI 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process
EMNLP 2024
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
AAAI 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network
AAAI 2024
Exploring Lottery Prompts for Pre-trained Language Models
ACL 2023
Few-shot Classification with Hypersphere Modeling of Prototypes
ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition
ACL 2023
Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing
ACL 2023
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition
SemEval 2022
Domain-Specific NER via Retrieving Correlated Samples
COLING 2022
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations
ACL 2022
Parallel Instance Query Network for Named Entity Recognition
ACL 2022
Prompt-learning for Fine-grained Entity Typing
EMNLP 2022
Few-NERD: A Few-shot Named Entity Recognition Dataset
ACL 2021
Prototypical Representation Learning for Relation Extraction
ICLR 2021
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
ACL 2020
DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution
SemEval 2019
Learning Models from Data with Measurement Error: Tackling Underreporting
ICML 2019
Unsupervised Learning Helps Supervised Neural Word Segmentation
AAAI 2019
Biography-Dependent Collaborative Entity Archiving for Slot Filling
EMNLP 2015