Computation and Language

How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text

How Much Is an AI Token Worth? Scaling Laws fo...

Computation and Language
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Jenna Russell
21 views
Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency

Uncertainty Quantification for LLMs through Mi...

Computation and Language
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Екатерина Трюх
127 views
SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions

SciDiagramEdit: Learning to Edit Scientific Di...

Computation and Language
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librarian
160 views
T^2MLR: Transformer with Temporal Middle-Layer Recurrence

T^2MLR: Transformer with Temporal Middle-Layer...

Computation and Language
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Ziyang Cai
158 views
WebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web Search

WebSwarm: Recursive Multi-Agent Orchestration ...

Computation and Language
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Xiaoshuai Song
171 views
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Reinforcement Learning with Metacognitive Feed...

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librarian
177 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
186 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
176 views
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Toward Generalist Autonomous Research via Hypo...

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

End-to-End Context Compression at Scale

Computation and Language
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librarian
197 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
209 views
Rethinking Memory as Continuously Evolving Connectivity

Rethinking Memory as Continuously Evolving Con...

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

MeMo: Memory as a Model

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

The Impossibility Triangle of Long-Context Mod...

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librarian
235 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
247 views
A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents

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

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librarian
266 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
245 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
253 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
320 views
ClawBench: Can AI Agents Complete Everyday Online Tasks?

ClawBench: Can AI Agents Complete Everyday Onl...

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

Synthetic Sandbox for Training Machine Learnin...

Computation and Language
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Yuhang Zhou
310 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
325 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
247 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
299 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
427 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
350 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
328 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
282 views
SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning

SciMDR: Benchmarking and Advancing Scientific ...

Computation and Language
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librarian
305 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
281 views
Monitoring Emergent Reward Hacking During Generation via Internal Activations

Monitoring Emergent Reward Hacking During Gene...

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

CHIMERA: Compact Synthetic Data for Generaliza...

Computation and Language
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Xinyu Zhu
299 views
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