Computation and Language

CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

CHIMERA: Compact Synthetic Data for Generaliza...

Computation and Language
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Xinyu Zhu
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Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool Calling

Team of Thoughts: Efficient Test-time Scaling ...

Computation and Language
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librarian
17 views
Attention Is All You Need

Attention Is All You Need

Computation and Language
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Dr. Murat ALTUN
29 views
Multi-LLM Thematic Analysis with Dual Reliability Metrics: Combining Cohen's Kappa and Semantic Similarity for Qualitative Research Validation

Multi-LLM Thematic Analysis with Dual Reliabil...

Computation and Language
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Nilesh Jain
26 views
UltraLogic: Enhancing LLM Reasoning through Large-Scale Data Synthesis and Bipolar Float Reward

UltraLogic: Enhancing LLM Reasoning through La...

Computation and Language
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librarian
89 views
Attention Is All You Need

Attention Is All You Need

Computation and Language
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Salman
72 views
Memory in the Age of AI Agents

Memory in the Age of AI Agents

Computation and Language
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librarian
121 views
Non-Resolution Reasoning: A Framework for Preserving Semantic Ambiguity in Language Models

Non-Resolution Reasoning: A Framework for Pres...

Computation and Language
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Kei Saito
93 views
Latent Collaboration in Multi-Agent Systems

Latent Collaboration in Multi-Agent Systems

Computation and Language
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librarian
129 views
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

Generalist Foundation Models Are Not Clinical ...

Computation and Language
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librarian
133 views
Instella: Fully Open Language Models with Stellar Performance

Instella: Fully Open Language Models with Stel...

Computation and Language
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librarian
156 views
Kimi Linear: An Expressive, Efficient Attention Architecture

Kimi Linear: An Expressive, Efficient Attentio...

Computation and Language
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librarian
233 views
Tongyi DeepResearch Technical Report

Tongyi DeepResearch Technical Report

Computation and Language
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librarian
217 views
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Agent Data Protocol: Unifying Datasets for Div...

Computation and Language
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librarian
229 views
FlatQuant: Flatness Matters for LLM Quantization

FlatQuant: Flatness Matters for LLM Quantization

Computation and Language
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丰辰 何
306 views
Reinforcement Learning on Pre-Training Data

Reinforcement Learning on Pre-Training Data

Computation and Language
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librarian
476 views
Attention Is All You Need

Attention Is All You Need

Computation and Language
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wang tuo
435 views
FlexOlmo: Open Language Models for Flexible Data Use

FlexOlmo: Open Language Models for Flexible Da...

Computation and Language
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librarian
382 views
Pre-Trained Policy Discriminators are General Reward Models

Pre-Trained Policy Discriminators are General ...

Computation and Language
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librarian
332 views
MOTIF: Modular Thinking via Reinforcement Fine-tuning in LLMs

MOTIF: Modular Thinking via Reinforcement Fine...

Computation and Language
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librarian
338 views
Answer Matching Outperforms Multiple Choice for Language Model Evaluation

Answer Matching Outperforms Multiple Choice fo...

Computation and Language
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librarian
345 views
SynapseRoute: An Auto-Route Switching Framework on Dual-State Large Language Model

SynapseRoute: An Auto-Route Switching Framewor...

Computation and Language
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librarian
388 views
On the Predictive Power of Representation Dispersion in Language Models

On the Predictive Power of Representation Disp...

Computation and Language
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librarian
410 views
STACK: Adversarial Attacks on LLM Safeguard Pipelines

STACK: Adversarial Attacks on LLM Safeguard Pi...

Computation and Language
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librarian
358 views
The Trilemma of Truth in Large Language Models

The Trilemma of Truth in Large Language Models

Computation and Language
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Germans Savcisens
323 views
Potemkin Understanding in Large Language Models

Potemkin Understanding in Large Language Models

Computation and Language
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Marina Mancoridis
348 views
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation

RE-IMAGINE: Symbolic Benchmark Synthesis for R...

Computation and Language
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librarian
354 views
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

AutoMind: Adaptive Knowledgeable Agent for Aut...

Computation and Language
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librarian
402 views
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning

Causal Sufficiency and Necessity Improves Chai...

Computation and Language
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librarian
380 views
Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language Models

Constrained Entropic Unlearning: A Primal-Dual...

Computation and Language
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librarian
450 views
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback

Critique-GRPO: Advancing LLM Reasoning with Na...

Computation and Language
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librarian
570 views
ATLAS: Learning to Optimally Memorize the Context at Test Time

ATLAS: Learning to Optimally Memorize the Cont...

Computation and Language
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librarian
462 views
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