Sixian Li
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
EMNLP (2)
ACL (1)
COLING (1)
Top co-authors
Keywords
large language model
(4)
tool learning
(3)
ai safety
(1)
noise robustness
(1)
tool use
(1)
supervised fine-tuning
(1)
proximal policy optimization
(1)
jailbreak attack
(1)
tool selection
(1)
token weighting
(1)
robustness evaluation
(1)
noise handling
(1)
agent system
(1)
harmful feedback
(1)
fine-grained evaluation
(1)
reinforcement learning
(1)
behavior planning
(1)
benchmark evaluation
(1)
Papers
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
COLING 2025
TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
EMNLP 2025
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
ACL 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
EMNLP 2024