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upvoted a paper 4 days ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published 5 days ago • 141

upvoted a paper about 2 months ago

Annotation-Efficient Universal Honesty Alignment

Paper • 2510.17509 • Published Oct 20 • 21

upvoted a paper 3 months ago

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning

Paper • 2509.06461 • Published Sep 8 • 19

upvoted a paper 4 months ago

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

Paper • 2508.14029 • Published Aug 19 • 118

upvoted 5 papers 5 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 315

RAVine: Reality-Aligned Evaluation for Agentic Search

Paper • 2507.16725 • Published Jul 22 • 29

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

Paper • 2507.16812 • Published Jul 22 • 63

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17 • 259

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

Paper • 2507.03253 • Published Jul 4 • 18

upvoted 3 papers 8 months ago

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

Paper • 2503.15888 • Published Mar 20 • 1

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

Paper • 2504.00573 • Published Apr 1 • 2

Efficient Inference for Large Reasoning Models: A Survey

Paper • 2503.23077 • Published Mar 29 • 46

upvoted a paper 9 months ago

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

Paper • 2503.19622 • Published Mar 25 • 31

upvoted a collection 12 months 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 • 1