Rag + Training + Reasoning

17.0

Develop a benchmark tool that measures an LLM's ability to extract 'distributional knowledge'—inferring population-level trends from large corpora. Current RAG focuses on local facts; this addresses the broader analytical capacity.

emergingimplementation gap

trainingreasoningagentsrag

Signals (14)

arXiv21h ago

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models

arXiv3d ago

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

Google AI14h ago

ConvApparel: Measuring and bridging the realism gap in user simulators

arXiv21h ago

Temporally Phenotyping GLP-1RA Case Reports with Large Language Models: A Textual Time Series Corpus and Risk Modeling

arXiv3d ago

Reinforcement Learning-based Knowledge Distillation with LLM-as-a-Judge

arXiv21h ago

Consistency-Guided Decoding with Proof-Driven Disambiguation for Three-Way Logical Question Answering

arXiv1d ago

Memory Dial: A Training Framework for Controllable Memorization in Language Models

arXiv21h ago

Rag + Training + Reasoning

Signals (14)

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models

LLM Reasoning with Process Rewards for Outcome-Guided Steps

Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation

LLM-Augmented Knowledge Base Construction For Root Cause Analysis

Self-Execution Simulation Improves Coding Models

Revealing the Learning Dynamics of Long-Context Continual Pre-training

NVIDIA-NeMo/DataDesigner

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

ConvApparel: Measuring and bridging the realism gap in user simulators

Temporally Phenotyping GLP-1RA Case Reports with Large Language Models: A Textual Time Series Corpus and Risk Modeling

Reinforcement Learning-based Knowledge Distillation with LLM-as-a-Judge

Consistency-Guided Decoding with Proof-Driven Disambiguation for Three-Way Logical Question Answering

Memory Dial: A Training Framework for Controllable Memorization in Language Models

Beyond Facts: Benchmarking Distributional Reading Comprehension in Large Language Models