Computation and Language

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Reinforcement Learning with Metacognitive Feed...

Computation and Language
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librarian
11 views
Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It

Why Multi-Step Tool-Use Reinforcement Learning...

Computation and Language
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abcdezzy688
32 views
Staying In Character: Perspective-Bounded Memory For Book-Based Role-Playing Agents

Staying In Character: Perspective-Bounded Memo...

Computation and Language
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Xushuo Tang
39 views
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Toward Generalist Autonomous Research via Hypo...

Computation and Language
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Jiajie Jin
56 views
End-to-End Context Compression at Scale

End-to-End Context Compression at Scale

Computation and Language
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librarian
51 views
SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence

SPADE-Bench: Evaluating Spontaneous Strategic ...

Computation and Language
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librarian
67 views
Rethinking Memory as Continuously Evolving Connectivity

Rethinking Memory as Continuously Evolving Con...

Computation and Language
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librarian
83 views
MeMo: Memory as a Model

MeMo: Memory as a Model

Computation and Language
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Ryan Quek
117 views
The Impossibility Triangle of Long-Context Modeling

The Impossibility Triangle of Long-Context Mod...

Computation and Language
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librarian
89 views
GiVA: Gradient-Informed Bases for Vector-Based Adaptation

GiVA: Gradient-Informed Bases for Vector-Based...

Computation and Language
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Neeraj Gangwar
105 views
A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents

A Multimodal Text- and Graph-Based Approach fo...

Computation and Language
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librarian
122 views
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language

Chat2Workflow: A Benchmark for Generating Exec...

Computation and Language
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librarian
116 views
CD2CR: Co-reference Resolution Across Documents and Domains

CD2CR: Co-reference Resolution Across Document...

Computation and Language
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k-m-smit2
114 views
Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Demystifying OPD: Length Inflation and Stabili...

Computation and Language
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librarian
168 views
ClawBench: Can AI Agents Complete Everyday Online Tasks?

ClawBench: Can AI Agents Complete Everyday Onl...

Computation and Language
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librarian
154 views
Synthetic Sandbox for Training Machine Learning Engineering Agents

Synthetic Sandbox for Training Machine Learnin...

Computation and Language
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Yuhang Zhou
162 views
Grounded Token Initialization for New Vocabulary in LMs for Generative Recommendation

Grounded Token Initialization for New Vocabula...

Computation and Language
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Daiwei Chen
170 views
AstroConcepts: A Large-Scale Multi-Label Classification Corpus for Astrophysics

AstroConcepts: A Large-Scale Multi-Label Class...

Computation and Language
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librarian
126 views
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

AgentSwing: Adaptive Parallel Context Manageme...

Computation and Language
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librarian
146 views
F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World

F2LLM-v2: Inclusive, Performant, and Efficient...

Computation and Language
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librarian
226 views
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

Nemotron-Cascade 2: Post-Training LLMs with Ca...

Computation and Language
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librarian
212 views
Learning When to Attend: Conditional Memory Access for Long-Context LLMs

Learning When to Attend: Conditional Memory Ac...

Computation and Language
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Aditya Chattopadhyay
149 views
Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL

Knowledge Distillation with Structured Chain-o...

Computation and Language
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Khushboo Thaker
148 views
SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

SciMDR: Benchmarking and Advancing Scientific ...

Computation and Language
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librarian
173 views
Instruction set for the representation of graphs

Instruction set for the representation of graphs

Computation and Language
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Ezequiel López-Rubio
143 views
Monitoring Emergent Reward Hacking During Generation via Internal Activations

Monitoring Emergent Reward Hacking During Gene...

Computation and Language
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librarian
153 views
CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

CHIMERA: Compact Synthetic Data for Generaliza...

Computation and Language
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Xinyu Zhu
163 views
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
164 views
Attention Is All You Need

Attention Is All You Need

Computation and Language
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Dr. Murat ALTUN
173 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
171 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
234 views
Attention Is All You Need

Attention Is All You Need

Computation and Language
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Salman
249 views
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