UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
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2410.14059
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Published
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61
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Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
Paper • 2503.05179 • Published • 46 -
Token-Efficient Long Video Understanding for Multimodal LLMs
Paper • 2503.04130 • Published • 96 -
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing
Paper • 2503.10639 • Published • 53 -
facebook/blt
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86
Large Reasoning Models Leaderboard
🐳A leaderboard to rank large reasoning models
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D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement
Paper • 2410.13842 • Published • 6 -
SSRL: Self-Search Reinforcement Learning
Paper • 2508.10874 • Published • 94 -
ThinkDial: An Open Recipe for Controlling Reasoning Effort in Large Language Models
Paper • 2508.18773 • Published • 15 -
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings
Paper • 2509.04011 • Published • 28 -
Towards a Unified View of Large Language Model Post-Training
Paper • 2509.04419 • Published • 73 -
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Paper • 2509.01396 • Published • 56 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 98 -
Behavioral Fingerprinting of Large Language Models
Paper • 2509.04504 • Published • 5 -
Virtual Agent Economies
Paper • 2509.10147 • Published • 26 -
Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion
Paper • 2501.17887 • Published • 1 -
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory
Paper • 2509.14662 • Published • 13 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 73 -
Variational Reasoning for Language Models
Paper • 2509.22637 • Published • 68 -
Fine-tuning Done Right in Model Editing
Paper • 2509.22072 • Published • 27 -
Sequential Diffusion Language Models
Paper • 2509.24007 • Published • 41 -
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
Paper • 2509.26628 • Published • 12 -
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation
Paper • 2509.25849 • Published • 46 -
MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
Paper • 2509.26391 • Published • 18 -
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
Paper • 2509.24006 • Published • 114 -
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search
Paper • 2509.25454 • Published • 132 -
GEM: A Gym for Agentic LLMs
Paper • 2510.01051 • Published • 86 -
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
Paper • 2509.26625 • Published • 42 -
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Paper • 2509.22601 • Published • 29 -
RLP: Reinforcement as a Pretraining Objective
Paper • 2510.01265 • Published • 37 -
Demystifying Reinforcement Learning in Agentic Reasoning
Paper • 2510.11701 • Published • 30 -
RAG-Anything: All-in-One RAG Framework
Paper • 2510.12323 • Published • 22