conftrace_

parameter filling

3 papers

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Co-occurring keywords · papers mentioning both

complex task solving (1) api-based agent (1) multi-dimensional difficulty (1) action sequencing (1) parameter hallucination (1) llm toolchain (1) failure analysis (1) api selection (1) large language model (1) context learning (1)

Papers

Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems EMNLP 2025 Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists ACL 2025 ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025