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upvoted a paper 17 days ago

FaithLens: Detecting and Explaining Faithfulness Hallucination

Paper • 2512.20182 • Published 17 days ago • 8

upvoted a paper about 2 months ago

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published Nov 12, 2025 • 203

upvoted 2 papers 3 months ago

A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks

Paper • 2510.05608 • Published Oct 7, 2025 • 3

BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions

Paper • 2510.05318 • Published Oct 6, 2025 • 21

upvoted 2 papers 7 months ago

SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications

Paper • 2506.18951 • Published Jun 23, 2025 • 21

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 187

upvoted 2 papers 8 months ago

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

Paper • 2505.16483 • Published May 22, 2025 • 10

Model Merging in Pre-training of Large Language Models

Paper • 2505.12082 • Published May 17, 2025 • 40

upvoted a paper 11 months ago

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6, 2025 • 24

upvoted 2 papers about 1 year ago

Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement

Paper • 2410.15633 • Published Oct 21, 2024 • 7

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents

Paper • 2305.13040 • Published May 22, 2023 • 2

upvoted a paper over 1 year ago

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 28