Shijue Huang
9 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(3)
Models
(3)
Resources & Methods
(3)
Core Methods
(2)
Applications
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(5)
dialogue system
(2)
benchmark evaluation
(2)
task-oriented dialogue
(2)
consistency identification
(2)
chain-of-thought reasoning
(2)
attention mechanism
(1)
knowledge extraction
(1)
multi-task learning
(1)
sentiment classification
(1)
sarcasm detection
(1)
multimodal learning
(1)
knowledge base
(1)
multi-view learning
(1)
interactive learning
(1)
hallucination mitigation
(1)
tool use
(1)
benchmark dataset
(1)
context window
(1)
multi-step planning
(1)
Papers
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
ACL 2026
Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst
AAAI 2025
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
ACL 2025
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models
EMNLP 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
EMNLP 2023
MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System
ACL 2023
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue
COLING 2022
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
EMNLP 2021