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Collections including paper arxiv:2503.05592

RLMs (Reasoning Language Models)

about 10 hours ago

LADDER: Self-Improving LLMs Through Recursive Problem Decomposition

Paper • 2503.00735 • Published 11 days ago • 18
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published 7 days ago • 83
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcing Learning

Paper • 2503.05379 • Published 6 days ago • 22

Interesting articles

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24
Learning from Failures in Multi-Attempt Reinforcement Learning

Paper • 2503.04808 • Published 9 days ago • 15

about 2 hours ago

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published 13 days ago • 120
Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published 6 days ago • 102
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published 6 days ago • 42
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcing Learning

Paper • 2503.05379 • Published 6 days ago • 22
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

Augmenting Pretrained FMs with Post-Training/RL

AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPO

Paper • 2502.14669 • Published 21 days ago • 11
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

Read-up research papers

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28 • 108
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning

Paper • 2502.12853 • Published 23 days ago • 28
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Paper • 2503.05592 • Published 6 days ago • 24

RL+reason model

about 19 hours ago

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24 • 25
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 26
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28 • 108
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Llms and reasoning

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 37
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 345
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published Jan 24 • 52
RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24 • 25

naver/splade-v3

Fill-Mask • Updated Mar 12, 2024 • 19.8k • • 37
explodinggradients/ragas-wikiqa

Viewer • Updated Jul 27, 2023 • 232 • 438 • 12
rungalileo/ragbench

Viewer • Updated Jun 11, 2024 • 95.4k • 4.78k • 38
McGill-NLP/statcan-dialogue-dataset

Preview • Updated May 24, 2024 • 5 • 7

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