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20242026
most citedHow Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

16 citations · 18 across the 11 of their papers we have counts for

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5 papers · 1 filter

cs.CV2025

RxnCaption: Reformulating Reaction Diagram Parsing as Visual Prompt Guided Captioning

Jiahe Song, Chuang Wang, Bowen Jiang +13

Large-scale chemical reaction datasets are crucial for AI research in chemistry. However, existing chemical reaction data often exist as images within papers, making them not machi…

cs.AI2025

GTR-CoT: Graph Traversal as Visual Chain of Thought for Molecular Structure Recognition

Jingchao Wang, Yifan He, Haote Yang +10

Optical Chemical Structure Recognition (OCSR) is essential for converting molecular images into machine-readable formats. While recent vision-language models (VLMs) have shown prom…

cs.CL2025

Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models

Xinlin Zhuang, Jiahui Peng, Ren Ma +7

The composition of pre-training datasets for large language models (LLMs) remains largely undisclosed, hindering transparency and efforts to optimize data quality, a critical drive…

cs.CL2025

OpenHuEval: Evaluating Large Language Model on Hungarian Specifics

Haote Yang, Xingjian Wei, Jiang Wu +18

We introduce OpenHuEval, the first benchmark for LLMs focusing on the Hungarian language and specifics. OpenHuEval is constructed from a vast collection of Hungarian-specific mater…

cs.CV2025

Benchmarking and Boosting Multilingual Capabilities of LVLMs via OCR-Centric Reinforcement Learning

Junyuan Gao, Jiahe Song, Jiang Wu +9

Evaluating the multilingual capabilities of Large Vision-Language Models (LVLMs) remains challenging because most benchmarks rely on non-parallel corpora, making it unclear whether…