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submitted a paper to Daily Papers 16 days ago

FaithLens: Detecting and Explaining Faithfulness Hallucination

Paper • 2512.20182 • Published 16 days ago • 8

authored a paper 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

authored a paper 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

authored 2 papers 11 months ago

Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance

Paper • 2411.14279 • Published Nov 21, 2024

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6, 2025 • 24

authored 6 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

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

One Shot Learning as Instruction Data Prospector for Large Language Models

Paper • 2312.10302 • Published Dec 16, 2023 • 3

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Paper • 2309.07915 • Published Sep 14, 2023 • 4

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale

Paper • 2407.05282 • Published Jul 7, 2024 • 15