[논문리뷰] Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural LanguagearXiv에 게시된 'Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language' 논문에 대한 자세한 리뷰입니다.#Review#Time Series Analysis#Multimodal Language Models#Natural Language Generation#Dataset Creation#Instruction Tuning#GPT-4#LLaVA#Cross-Domain Alignment2025년 12월 18일댓글 수 로딩 중
[논문리뷰] ARC-Chapter: Structuring Hour-Long Videos into Navigable Chapters and Hierarchical SummariesarXiv에 게시된 'ARC-Chapter: Structuring Hour-Long Videos into Navigable Chapters and Hierarchical Summaries' 논문에 대한 자세한 리뷰입니다.#Review#Video Chaptering#Long-form Video Understanding#Large Language Models#Multimodal Learning#Hierarchical Summarization#Video Segmentation#Reinforcement Learning#Dataset Creation2025년 11월 19일댓글 수 로딩 중
[논문리뷰] Visual Spatial TuningarXiv에 게시된 'Visual Spatial Tuning' 논문에 대한 자세한 리뷰입니다.#Review#Vision-Language Models#Spatial Reasoning#Spatial Perception#Dataset Creation#Reinforcement Learning#Visuospatial AI#Robotics2025년 11월 9일댓글 수 로딩 중
[논문리뷰] COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought ProcessesarXiv에 게시된 'COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes' 논문에 대한 자세한 리뷰입니다.#Review#Chinese Creative Writing#Process Supervision#LLM Training#Dataset Creation#Cross-Lingual Transfer#Narrative Logic#Linguistic Expression#Type-Token Ratio2025년 10월 17일댓글 수 로딩 중
[논문리뷰] DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian ContextMaunendra Sankar Desarkar이 arXiv에 게시한 'DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context' 논문에 대한 자세한 리뷰입니다.#Review#Cultural Adaptation#Large Language Models#Indian Culture#Dataset Creation#CSI#Human Evaluation#LLM Evaluation#Cultural Bias2025년 9월 23일댓글 수 로딩 중
[논문리뷰] Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing AgentsChao Zhang이 arXiv에 게시한 'Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents' 논문에 대한 자세한 리뷰입니다.#Review#Role-playing Agents (RPAs)#Multimodal AI#Video Understanding#Large Language Models (LLMs)#Dataset Creation#Dynamic Role Profiles#Adaptive Temporal Sampling#Fine-tuning2025년 9월 22일댓글 수 로딩 중
[논문리뷰] SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset CreationHeshaam Faili이 arXiv에 게시한 'SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset Creation' 논문에 대한 자세한 리뷰입니다.#Review#LLM#Instruction Tuning#Domain Adaptation#Retrieval-Augmented Generation#Dataset Creation#Model Editing#Supervised Fine-Tuning2025년 9월 16일댓글 수 로딩 중
[논문리뷰] MovieCORE: COgnitive REasoning in MoviesHung-Ting Su이 arXiv에 게시한 'MovieCORE: COgnitive REasoning in Movies' 논문에 대한 자세한 리뷰입니다.#Review#Video Question Answering (VQA)#Cognitive Reasoning#System-2 Thinking#Multi-agent LLMs#Dataset Creation#Movie Understanding#Cinematic Content#Agentic Enhancement2025년 8월 27일댓글 수 로딩 중
[논문리뷰] Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and SentencesMatvey Skripkin이 arXiv에 게시한 'Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences' 논문에 대한 자세한 리뷰입니다.#Review#Speech-to-LaTeX#ASR#Language Models#Multimodal AI#Dataset Creation#Mathematical Expression Recognition#LaTeX Generation2025년 8월 12일댓글 수 로딩 중
[논문리뷰] MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMsGuohang Yan이 arXiv에 게시한 'MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs' 논문에 대한 자세한 리뷰입니다.#Review#Multimodal Large Language Models#Low-Resource Languages#Cultural Groundedness#Linguistic Capability#Dataset Creation#Multilingual AI2025년 8월 11일댓글 수 로딩 중
[논문리뷰] SonicMaster: Towards Controllable All-in-One Music Restoration and MasteringAmbuj Mehrish이 arXiv에 게시한 'SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering' 논문에 대한 자세한 리뷰입니다.#Review#Music Restoration#Audio Mastering#Generative Models#Flow Matching#Text-to-Audio#Audio Quality Enhancement#Multi-task Learning#Dataset Creation2025년 8월 7일댓글 수 로딩 중