FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs Paper • 2410.13210 • Published Oct 17, 2024
Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data Paper • 2505.19274 • Published May 25, 2025
Unifying Adversarial Robustness and Training Across Text Scoring Models Paper • 2602.00857 • Published Jan 31
SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG Paper • 2606.18381 • Published Jun 16 • 19
MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval Paper • 2606.18508 • Published Jun 16 • 21