Guoli Yin

4 papers · 2025–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad ❓ The Questioner

Venues

NAACL (2) ACL (1) ICML (1)

Top co-authors

Ruoming Pang (4) Shen Ma (2) Yizhe Zhang (2) Jiarui Lu (2) Zirui Wang (2) Feng Nan (2) Haoping Bai (2) Shuang Ma (2) Bernhard Aumayer (1) Bairu Hou (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Natural Language Processing (2) Deep Learning (1) Applications (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (3) tool use (2) instruction following (1) llm evaluation (1) web search (1) pairwise preference (1) annotation quality (1) agent system (1) code execution (1) reasoning task (1) tool-augmented ai (1) external validation (1) agent capability (1) conversational evaluation (1) stateful execution (1) agent capabilities (1) external validation tool (1) pruning (1) llms (1) activated model (1)

Papers

Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Instruction-Following Pruning for Large Language Models ICML 2025 MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains NAACL 2025 ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities NAACL 2025