conftrace_

Songyang Gao

19 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+8 more ↓ 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7)
🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (49) πŸ‘₯ Mega-Team (20) 🀝 Dynamic Duo (17) ❓ The Questioner ⚑ Prolific Year (6) πŸ’Ž Century Club (19) πŸ—ƒοΈ Keyword Collector (107)

Conferences

ACL (9) EMNLP (6) COLING (2) AAAI (1) ICML (1)

Research topics

Papers

Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025 AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025 Are Your LLMs Capable of Stable Reasoning? ACL 2025 ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Navigating the OverKill in Large Language Models ACL 2024 RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP 2024 Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024 Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback ICML 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL 2024 DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL 2023 RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms EMNLP 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023 On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023 Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022