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upvoted a paper 9 days ago

FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments

Paper • 2604.25135 • Published 12 days ago • 12

upvoted 2 papers 8 months ago

UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization

Paper • 2407.03525 • Published Jul 3, 2024 • 3

How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on τ-bench

Paper • 2508.20931 • Published Aug 28, 2025 • 16

upvoted a paper almost 2 years ago

Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks

Paper • 2404.14723 • Published Apr 23, 2024 • 10