Chenwei Zhang
26 papers · 2016–2025 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(20)
Natural Language Processing
(17)
Learning Types Β· Machine Learning
(17)
Applications
(12)
Deep Learning
(10)
Artificial Intelligence
(9)
Learning Paradigms
(6)
Learning Types Β· Deep Learning
(6)
Application Areas
(5)
Core Methods
(5)
Resources & Methods
(5)
Core AI
(4)
Understanding
(4)
Generation
(3)
Models
(3)
Keywords
relation extraction
(4)
self-supervised learning
(3)
attribute value extraction
(3)
domain adaptation
(3)
intent detection
(2)
zero-shot learning
(2)
pseudo label
(2)
question answering
(2)
text generation
(2)
named entity recognition
(2)
few-shot learning
(2)
low-resource learning
(2)
transfer learning
(2)
semi-supervised learning
(2)
weakly supervised learning
(2)
contrastive learning
(2)
knowledge distillation
(2)
data augmentation
(2)
cross-lingual transfer
(2)
natural language understanding
(2)
Papers
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations
NAACL 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
EMNLP 2025
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection
AAAI 2025
CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts
COLING 2024
Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction
ACL 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
NeurIPS 2024
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products
ACL 2024
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks
EMNLP 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration
ACL 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks
ACL 2023
Knowledge-Selective Pretraining for Attribute Value Extraction
EMNLP 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
ACL 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog
ACL 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach
ACL 2023
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
NAACL 2022
End-to-End Conversational Search for Online Shopping with Utterance Transfer
EMNLP 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction
EMNLP 2021
Semi-supervised Relation Extraction via Incremental Meta Self-Training
EMNLP 2021
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection
EMNLP 2020
Entity Synonym Discovery via Multipiece Bilateral Context Matching
IJCAI 2020
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction
EMNLP 2020
Joint Slot Filling and Intent Detection via Capsule Neural Networks
ACL 2019
Multi-grained Named Entity Recognition
ACL 2019
Zero-shot User Intent Detection via Capsule Neural Networks
EMNLP 2018
Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task
CoNLL 2016