Qingcai Chen
39 papers · 2010–2026 · 11 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(21)
Machine Learning
(16)
Artificial Intelligence
(13)
Deep Learning
(13)
Applications
(13)
Core AI
(12)
Core Methods
(8)
Learning Types Β· Machine Learning
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Resources & Methods
(8)
Understanding
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Learning Types Β· Deep Learning
(6)
Computer Vision
(5)
Healthcare & Medicine
(5)
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(5)
Clinical
(5)
Keywords
named entity recognition
(6)
text classification
(4)
knowledge graph
(3)
pre-trained language model
(3)
large language model
(3)
question matching
(2)
biomedical text
(2)
attention mechanism
(2)
feature attribution
(2)
adversarial robustness
(2)
convolutional neural network
(2)
prompt learning
(2)
knowledge integration
(2)
text representation
(2)
natural language processing
(2)
entity linking
(2)
adversarial training
(2)
multimodal learning
(2)
sequence labeling
(1)
transfer learning
(1)
Papers
D2Dewarp: Dual Dimensions Geometric Representation Learning Based Document Image Dewarping
CVPR 2026
MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration
CVPR 2026
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
COLING 2025
Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks
AAAI 2024
Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models
COLING 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement
AAAI 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
AAAI 2024
A Neural Span-Based Continual Named Entity Recognition Model
AAAI 2023
Controllable Contrastive Generation for Multilingual Biomedical Entity Linking
EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation
EMNLP 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
IJCNLP 2023
FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training
CVPR 2023
Foreground and Text-lines Aware Document Image Rectification
ICCV 2023
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training
ACL 2023
Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates
EMNLP 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
ACL 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
AAAI 2022
Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking
IJCAI 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition
COLING 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
AAAI 2022
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically
EMNLP 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning
ACL 2021
MedWriter: Knowledge-Aware Medical Text Generation
COLING 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text
EMNLP 2020
A Deep Learning-Based System for PharmaCoNER
EMNLP 2019
Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning
EMNLP 2019
LCQMC:A Large-scale Chinese Question Matching Corpus
COLING 2018
The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification
EMNLP 2018
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF
COLING 2016
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
ACL 2015
Context-Dependent Translation Selection Using Convolutional Neural Network
ACL 2015
HITSZ-ICRC: An Integration Approach for QA TempEval Challenge
SemEval 2015
HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering
SemEval 2015
LCSTS: A Large Scale Chinese Short Text Summarization Dataset
EMNLP 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences
NeurIPS 2014
Hybrid Deep Belief Networks for Semi-supervised Sentiment Classification
COLING 2014
Automatic Corpora Construction for Text Classification
IJCNLP 2013
A Mixed Deterministic Model for Coreference Resolution
CoNLL 2012
Active Deep Networks for Semi-Supervised Sentiment Classification
COLING 2010