Haode Zhang
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Core Methods
(2)
Generation
(2)
Reinforcement Learning
(1)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Learning Paradigms
(1)
Keywords
few-shot learning
(3)
pre-trained language model
(2)
intent classification
(2)
contrastive learning
(2)
sentiment classification
(1)
semantic representation
(1)
intent detection
(1)
feature space
(1)
language model
(1)
continual pre-training
(1)
human preference
(1)
dialogue system
(1)
hypothesis space
(1)
utterance representation
(1)
pre-training strategy
(1)
context augmentation
(1)
intent discovery
(1)
supervised pretraining
(1)
reward alignment
(1)
few-shot intent classification
(1)
Papers
Robust Reward Alignment via Hypothesis Space Batch Cutting
ICML 2025
Asymmetric feature interaction for interpreting model predictions
ACL 2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training
ACL 2023
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
NAACL 2022
New Intent Discovery with Pre-training and Contrastive Learning
ACL 2022
Effectiveness of Pre-training for Few-shot Intent Classification
EMNLP 2021