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Artificial Intelligence

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First page of the research paper Less is More: Recursive Reasoning with Tiny Networks.

Artificial Intelligence

Less is More: Recursive Reasoning with Tiny Networ...

Samsung SAIL Montreal

First page of the research paper Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval.

Computer Science

Retrv-R1: A Reasoning-Driven MLLM Framework for Un...

City University of Hong Kong, Tencent, Zhejiang University

First page of the research paper Mechanistic Interpretability of Code Correctness in LLMs via Sparse Autoencoders.

Computer Science

Mechanistic Interpretability of Code Correctness i...

De La Salle University

First page of the research paper OR-Toolformer: Modeling and Solving Operations Research Problems with Tool-Augmented Large Language Models.

Computer Science

OR-Toolformer: Modeling and Solving Operations Res...

Alibaba Business School, Hangzhou Normal University

First page of the research paper Integrated Framework for LLM Evaluation with Answer Generation.

Computer Science

Integrated Framework for LLM Evaluation with Answe...

Inha University

First page of the research paper Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle.

Computer Science

Reinforcement Learning Meets Large Language Models...

Fudan University, ByteDance SAIL Team, Lancaster University, Tongji University, University of Toronto

First page of the research paper Defeating Nondeterminism in LLM Inference.

Computation and Language

Defeating Nondeterminism in LLM Inference

Thinking Machines

First page of the research paper A Survey of Reinforcement Learning for Large Reasoning Models.

Computer Science

A Survey of Reinforcement Learning for Large Reaso...

Tsinghua University, Shanghai AI Laboratory, Shanghai Jiao Tong University

First page of the research paper NeuroBreak: Unveil Internal Jailbreak Mechanisms in Large Language Models.

Computer Science

NeuroBreak: Unveil Internal Jailbreak Mechanisms i...

Zhejiang University

First page of the research paper Small Language Models are the Future of Agentic AI.

Artificial Intelligence

Small Language Models are the Future of Agentic AI

NVIDIA Research, Georgia Institute of Technology

First page of the research paper MambaByte: Token-Free Selective State Space Models.

Computer Science

MambaByte: Token-Free Selective State Space Models

City University of Hong Kong, Huawei Technologies

First page of the research paper InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Computer Science

InternVL3.5: Advancing Open-Source Multimodal Mode...

InternVL Team, Shanghai AI Laboratory

First page of the research paper FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction.

Computer Science

FutureX: An Advanced Live Benchmark for LLM Agents...

ByteDance Seed, Fudan University, Stanford University, Princeton University

First page of the research paper Benchmark-Driven Selection of AI: Evidence from DeepSeek-R1.

Computer Science

Benchmark-Driven Selection of AI: Evidence from De...

Charles University

First page of the research paper Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond.

Computer Science

Benchmarking for Domain-Specific LLMs: A Case Stud...

Hong Kong Polytechnic University, University of Manchester

First page of the research paper MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling.

Computer Science

MoMA: A Mixture-of-Multimodal-Agents Architecture ...

University of Wisconsin-Madison, Northwestern University

First page of the research paper Evaluation and Benchmarking of LLM Agents: A Survey.

Computer Science

Evaluation and Benchmarking of LLM Agents: A Surve...

SAP Labs

First page of the research paper DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models.

Computer Science

DeepSeek: Paradigm Shifts and Technical Evolution ...

IEEE

First page of the research paper A Survey on Large Language Models for Mathematical Reasoning.

Computer Science

A Survey on Large Language Models for Mathematical...

Nanjing University, Nanyang Technological University, Skywork AI, Chinese University of Hong Kong

First page of the research paper Beyond Benchmarks: A Novel Framework for Domain-Specific LLM Evaluation and Knowledge Mapping.

Computer Science

Beyond Benchmarks: A Novel Framework for Domain-Sp...

University of Tubingen

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