Computation and Language

FlexOlmo: Open Language Models for Flexible Data Use

FlexOlmo: Open Language Models for Flexible Da...

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

Pre-Trained Policy Discriminators are General ...

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

MOTIF: Modular Thinking via Reinforcement Fine...

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

Answer Matching Outperforms Multiple Choice fo...

Computation and Language
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librarian
5 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
3 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
4 views
STACK: Adversarial Attacks on LLM Safeguard Pipelines

STACK: Adversarial Attacks on LLM Safeguard Pi...

Computation and Language
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librarian
5 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
7 views
Potemkin Understanding in Large Language Models

Potemkin Understanding in Large Language Models

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

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

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

AutoMind: Adaptive Knowledgeable Agent for Aut...

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

Causal Sufficiency and Necessity Improves Chai...

Computation and Language
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librarian
59 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
109 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
110 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
151 views
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

ML-Agent: Reinforcing LLM Agents for Autonomou...

Computation and Language
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librarian
136 views
LoLA: Low-Rank Linear Attention With Sparse Caching

LoLA: Low-Rank Linear Attention With Sparse Ca...

Computation and Language
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librarian
134 views
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning

DeepTheorem: Advancing LLM Reasoning for Theor...

Computation and Language
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Jiahao Xu
135 views
Learning Composable Chains-of-Thought

Learning Composable Chains-of-Thought

Computation and Language
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librarian
130 views
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding

"KAN you hear me?" Exploring Kolmogorov-Arnold...

Computation and Language
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Alkis Koudounas
147 views
THiNK: Can Large Language Models Think-aloud?

THiNK: Can Large Language Models Think-aloud?

Computation and Language
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Yongan Yu
141 views
Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?

Do Large Language Models Excel in Complex Logi...

Computation and Language
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Jin Jiang
141 views
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems

MASLab: A Unified and Comprehensive Codebase f...

Computation and Language
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librarian
133 views
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning

R1-Searcher++: Incentivizing the Dynamic Knowl...

Computation and Language
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librarian
143 views
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space

Soft Thinking: Unlocking the Reasoning Potenti...

Computation and Language
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librarian
137 views
A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability

A Federated Splitting Framework for LLMs: Secu...

Computation and Language
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librarian
132 views
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models

VerifyBench: Benchmarking Reference-based Rewa...

Computation and Language
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librarian
129 views
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval

BIM-GPT: a Prompt-Based Virtual Assistant Fram...

Computation and Language
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Hervé Onguéné
154 views
Learning Dynamics in Continual Pre-Training for Large Language Models

Learning Dynamics in Continual Pre-Training fo...

Computation and Language
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librarian
139 views
ComPO: Preference Alignment via Comparison Oracles

ComPO: Preference Alignment via Comparison Oracles

Computation and Language
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librarian
140 views
Reasoning Models Don't Always Say What They Think

Reasoning Models Don't Always Say What They Think

Computation and Language
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Yanda Chen
157 views
Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages

Whisper-LM: Improving ASR Models with Language...

Computation and Language
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Hussein Kedir
159 views
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