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Collections including paper arxiv:2505.23646

TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23 • 112
On-Policy RL with Optimal Reward Baseline

Paper • 2505.23585 • Published May 29 • 14
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Paper • 2505.23604 • Published May 29 • 23
Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29 • 24

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14
Distinguishing Ignorance from Error in LLM Hallucinations

Paper • 2410.22071 • Published Oct 29, 2024
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Paper • 2410.11779 • Published Oct 15, 2024 • 26

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 36
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 51
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 10
How to Steer LLM Latents for Hallucination Detection?

Paper • 2503.01917 • Published Mar 1 • 11
Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29 • 24
Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 193

reasoning-agentic

OpenAI o1 System Card

Paper • 2412.16720 • Published Dec 21, 2024 • 36
LearnLM: Improving Gemini for Learning

Paper • 2412.16429 • Published Dec 21, 2024 • 22
NILE: Internal Consistency Alignment in Large Language Models

Paper • 2412.16686 • Published Dec 21, 2024 • 8
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

Data-Training and Eval

InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning

Paper • 2408.07089 • Published Aug 9, 2024 • 14
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

Paper • 2409.16191 • Published Sep 24, 2024 • 42
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9, 2024 • 16

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 39
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training

Paper • 2410.15460 • Published Oct 20, 2024 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14

TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23 • 112
On-Policy RL with Optimal Reward Baseline

Paper • 2505.23585 • Published May 29 • 14
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Paper • 2505.23604 • Published May 29 • 23
Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29 • 24

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 10
How to Steer LLM Latents for Hallucination Detection?

Paper • 2503.01917 • Published Mar 1 • 11
Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29 • 24
Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 193

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14
Distinguishing Ignorance from Error in LLM Hallucinations

Paper • 2410.22071 • Published Oct 29, 2024
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Paper • 2410.11779 • Published Oct 15, 2024 • 26

reasoning-agentic

OpenAI o1 System Card

Paper • 2412.16720 • Published Dec 21, 2024 • 36
LearnLM: Improving Gemini for Learning

Paper • 2412.16429 • Published Dec 21, 2024 • 22
NILE: Internal Consistency Alignment in Large Language Models

Paper • 2412.16686 • Published Dec 21, 2024 • 8
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 36
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 51
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47

Data-Training and Eval

InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning

Paper • 2408.07089 • Published Aug 9, 2024 • 14
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

Paper • 2409.16191 • Published Sep 24, 2024 • 42
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9, 2024 • 16

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 39
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training

Paper • 2410.15460 • Published Oct 20, 2024 • 1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Paper • 2411.14257 • Published Nov 21, 2024 • 14

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