Yutai Hou
19 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (5)
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Conference Polyglot
(6)
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Academic Marathon
(8)
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Renaissance Researcher
(6)
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Dynamic Duo
(13)
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Mega-Team
(27)
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Topic Evolution
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Trend Setter
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Century Club
(18)
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Keyword Collector
(71)
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Conferences
ACL (7)
AAAI (3)
COLING (3)
EMNLP (3)
IJCNLP (2)
ICLR (1)
Top co-authors
Keywords
few-shot learning
(4)
language model
(3)
tool use
(3)
reinforcement learning
(3)
data augmentation
(3)
large language model
(2)
text generation
(2)
prompt engineering
(2)
agent system
(2)
slot tagging
(2)
multi-task learning
(1)
knowledge editing
(1)
language model adaptation
(1)
cross-lingual transfer
(1)
benchmark evaluation
(1)
image classification
(1)
knowledge distillation
(1)
multi-label classification
(1)
transfer learning
(1)
continual learning
(1)
Papers
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
ACL 2026
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
EMNLP 2025
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
EMNLP 2025
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025
Concise and Precise Context Compression for Tool-Using Language Models
ACL 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistantsβ API Invocation Capabilities
COLING 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
AAAI 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024
Language Anisotropic Cross-Lingual Model Editing
ACL 2023
MetaPrompting: Learning to Learn Better Prompts
COLING 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging
ACL 2022
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling
AAAI 2021
Few-shot Learning for Multi-label Intent Detection
AAAI 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
ACL 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
IJCNLP 2021
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
ACL 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
EMNLP 2020
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
COLING 2018
A Statistical Framework for Product Description Generation
IJCNLP 2017