Haitao Zheng
24 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Research topics
Machine Learning
(18)
Natural Language Processing
(17)
Deep Learning
(13)
Artificial Intelligence
(12)
Core AI
(10)
Applications
(9)
Learning Types Β· Machine Learning
(9)
Application Areas
(7)
Learning Types Β· Deep Learning
(7)
Core Methods
(6)
Generation
(6)
Understanding
(6)
Resources & Methods
(4)
Architectures
(3)
Learning Paradigms
(3)
Keywords
few-shot learning
(4)
adversarial training
(3)
graph neural network
(3)
domain adaptation
(3)
neural network
(3)
polysemy disambiguation
(2)
chinese language
(2)
transfer learning
(2)
reinforcement learning
(2)
pre-trained language model
(2)
zero-shot learning
(2)
entity typing
(2)
natural language understanding
(2)
contrastive learning
(2)
adversarial learning
(2)
word segmentation
(2)
prompt learning
(2)
heterogeneous graph
(2)
logical reasoning
(1)
puzzle solving
(1)
Papers
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark
COLING 2025
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles
COLING 2024
Exploring Lottery Prompts for Pre-trained Language Models
ACL 2023
Few-shot Classification with Hypersphere Modeling of Prototypes
ACL 2023
Fusion or Defusion? Flexible Vision-and-Language Pre-Training
ACL 2023
ASR-Robust Natural Language Understanding on ASR-GLUE dataset
Interspeech 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
EMNLP 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
EMNLP 2022
OpenPrompt: An Open-source Framework for Prompt-learning
ACL 2022
Prompt-learning for Fine-grained Entity Typing
EMNLP 2022
Social-aware Sparse Attention Network for Session-based Social Recommendation
EMNLP 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation
EMNLP 2022
Backdoor Attacks Against Deep Learning Systems in the Physical World
CVPR 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding
ACL 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset
ACL 2021
Understanding the Effect of Bias in Deep Anomaly Detection
IJCAI 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining
EMNLP 2021
Answer-driven Deep Question Generation based on Reinforcement Learning
COLING 2020
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
ACL 2020
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition
COLING 2020
Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition
COLING 2020
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection
EMNLP 2020
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge
ACL 2019
Event Detection with Trigger-Aware Lattice Neural Network
EMNLP 2019