Weihao Zeng
16 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (10)
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Keyword Collector
(68)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(11)
Learning Types Β· Machine Learning
(9)
Generation
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(6)
Resources & Methods
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Learning Paradigms
(3)
Models
(3)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
instruction tuning
(5)
large language model
(5)
knowledge distillation
(4)
language model
(4)
self-supervised learning
(3)
representation learning
(3)
task-oriented dialogue
(3)
dialogue system
(3)
domain adaptation
(2)
contrastive learning
(2)
dialogue generation
(2)
parameter-efficient fine-tuning
(2)
future prediction
(1)
code generation
(1)
multi-task learning
(1)
multilingual nlp
(1)
reinforcement learning from human feedback
(1)
semi-supervised learning
(1)
compositional generalization
(1)
knowledge base
(1)
Papers
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
ICLR 2025
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
ICLR 2025
CareBot: A Pioneering Full-Process Open-Source Medical Language Model
AAAI 2025
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
ICLR 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning
COLING 2025
On the Perception Bottleneck of VLMs for Chart Understanding
EMNLP 2025
Automatic Instruction Evolving for Large Language Models
EMNLP 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses
COLING 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
NAACL 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
ACL 2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
ICLR 2024
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue
ACL 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation
ACL 2023
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
NAACL 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
EMNLP 2022
Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization
EMNLP 2021