G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models
arXiv:2506.01539v1 Announce Type: cross Abstract: This paper considers the problem of utilizing a large-scale text-to-image diffusion model to tackle the…
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies
arXiv:2505.06186v3 Announce Type: replace-cross Abstract: Extracting scientific evidence from biomedical studies for clinical research questions (e.g., Does stem cell transplantation…
Efficient Text Encoders for Labor Market Analysis
arXiv:2505.24640v1 Announce Type: cross Abstract: Labor market analysis relies on extracting insights from job advertisements, which provide valuable yet unstructured…
Defining Foundation Models for Computational Science: A Call for Clarity and Rigor
arXiv:2505.22904v2 Announce Type: replace-cross Abstract: The widespread success of foundation models in natural language processing and computer vision has inspired…
Multiple LLM Agents Debate for Equitable Cultural Alignment
arXiv:2505.24671v1 Announce Type: cross Abstract: Large Language Models (LLMs) need to adapt their predictions to diverse cultural contexts to benefit…
BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models
arXiv:2505.24649v1 Announce Type: cross Abstract: Large vision-language models have become widely adopted to advance in various domains. However, developing a…