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Collections including paper arxiv:2502.13347

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3, 2025 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8, 2025 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23, 2025 • 18

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 29
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 43
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 152
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
YOLOv12: Attention-Centric Real-Time Object Detectors

Paper • 2502.12524 • Published Feb 18, 2025 • 12

Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 30
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 22
LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12, 2025 • 30

Interesting Papers

Repeat After Me: Transformers are Better than State Space Models at Copying

Paper • 2402.01032 • Published Feb 1, 2024 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

Paper • 2502.20583 • Published Feb 27, 2025 • 13
The Hidden DNA of LLM-Generated JavaScript: Structural Patterns Enable High-Accuracy Authorship Attribution

Paper • 2510.10493 • Published Oct 12, 2025 • 3

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 52
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
YOLOv12: Attention-Centric Real-Time Object Detectors

Paper • 2502.12524 • Published Feb 18, 2025 • 12

Benchmarks and challenges

PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models

Paper • 2502.01584 • Published Feb 3, 2025 • 9
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Paper • 2502.05664 • Published Feb 8, 2025 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark

Paper • 2504.16427 • Published Apr 23, 2025 • 18

Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 30
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 140
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 22
LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12, 2025 • 30

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 29
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 43
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

Interesting Papers

Repeat After Me: Transformers are Better than State Space Models at Copying

Paper • 2402.01032 • Published Feb 1, 2024 • 24
Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

Paper • 2502.20583 • Published Feb 27, 2025 • 13
The Hidden DNA of LLM-Generated JavaScript: Structural Patterns Enable High-Accuracy Authorship Attribution

Paper • 2510.10493 • Published Oct 12, 2025 • 3

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 152
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 60
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 48

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