Sergey Bratchikov

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upvoted 7 papers 2 days ago

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 7 days ago • 45

Qwen2.5 Technical Report

Paper • 2412.15115 • Published 6 days ago • 328

Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage

Paper • 2412.15484 • Published 6 days ago • 13

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published 7 days ago • 73

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published 3 days ago • 32

Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published 4 days ago • 19

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 3 days ago • 34

upvoted 13 papers 3 days ago

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published 19 days ago • 46

LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment

Paper • 2412.04814 • Published 20 days ago • 45

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases

Paper • 2412.04862 • Published 20 days ago • 48

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Paper • 2412.05271 • Published 19 days ago • 121

If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs

Paper • 2412.04144 • Published 21 days ago • 4

Maya: An Instruction Finetuned Multilingual Multimodal Model

Paper • 2412.07112 • Published 16 days ago • 25

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published 17 days ago • 68

VisionArena: 230K Real World User-VLM Conversations with Preference Labels

Paper • 2412.08687 • Published 14 days ago • 13

JuStRank: Benchmarking LLM Judges for System Ranking

Paper • 2412.09569 • Published 13 days ago • 19

Efficient Generative Modeling with Residual Vector Quantization-Based Tokens

Paper • 2412.10208 • Published 13 days ago • 19

OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published 9 days ago • 40

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published 8 days ago • 87

GUI Agents: A Survey

Paper • 2412.13501 • Published 8 days ago • 21