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upvoted a paper about 1 month ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 150

upvoted a paper 3 months ago

Annotation-Efficient Universal Honesty Alignment

Paper • 2510.17509 • Published Oct 20, 2025 • 21

upvoted a paper 4 months ago

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning

Paper • 2509.06461 • Published Sep 8, 2025 • 19

upvoted a paper 5 months ago

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 118

upvoted 5 papers 6 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 316

RAVine: Reality-Aligned Evaluation for Agentic Search

Paper • 2507.16725 • Published Jul 22, 2025 • 29

MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning

Paper • 2507.16812 • Published Jul 22, 2025 • 63

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 259

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs

Paper • 2507.03253 • Published Jul 4, 2025 • 18

upvoted 3 papers 9 months ago

Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models

Paper • 2503.15888 • Published Mar 20, 2025 • 1

Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models

Paper • 2504.00573 • Published Apr 1, 2025 • 2

Efficient Inference for Large Reasoning Models: A Survey

Paper • 2503.23077 • Published Mar 29, 2025 • 46

upvoted a paper 10 months ago

Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation

Paper • 2503.19622 • Published Mar 25, 2025 • 31

upvoted a collection about 1 year ago

Context-Faithful LLMs

Collection

Usage Instructions can be found at https://github.com/byronBBL/Context-DPO?tab=readme-ov-file#context-faithful-models • 4 items • Updated Feb 17, 2025 • 1