Artificial Intelligence

On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents

On Information Self-Locking in Reinforcement L...

Artificial Intelligence
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librarian
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TopoBench: Benchmarking LLMs on Hard Topological Reasoning

TopoBench: Benchmarking LLMs on Hard Topologic...

Artificial Intelligence
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Mayug Maniparambil
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Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training

Examining Reasoning LLMs-as-Judges in Non-Veri...

Artificial Intelligence
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librarian
0 views
FAME: Formal Abstract Minimal Explanation for Neural Networks

FAME: Formal Abstract Minimal Explanation for ...

Artificial Intelligence
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librarian
2 views
Emulating Clinician Cognition via Self-Evolving Deep Clinical Research

Emulating Clinician Cognition via Self-Evolvin...

Artificial Intelligence
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Ruiyang Ren
3 views
Nurture-First Agent Development: Building Domain-Expert AI Agents Through Conversational Knowledge Crystallization

Nurture-First Agent Development: Building Doma...

Artificial Intelligence
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librarian
3 views
A Hybrid Knowledge-Grounded Framework for Safety and Traceability in Prescription Verification

A Hybrid Knowledge-Grounded Framework for Safe...

Artificial Intelligence
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Yichi Zhu
3 views
OOD-MMSafe: Advancing MLLM Safety from Harmful Intent to Hidden Consequences

OOD-MMSafe: Advancing MLLM Safety from Harmful...

Artificial Intelligence
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Xingjun Ma
4 views
The Confidence Gate Theorem: When Should Ranked Decision Systems Abstain?

The Confidence Gate Theorem: When Should Ranke...

Artificial Intelligence
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librarian
4 views
PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs

PathMem: Toward Cognition-Aligned Memory Trans...

Artificial Intelligence
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librarian
3 views
AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents

AutoAgent: Evolving Cognition and Elastic Memo...

Artificial Intelligence
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librarian
7 views
World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models

World2Mind: Cognition Toolkit for Allocentric ...

Artificial Intelligence
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librarian
2 views
Think Before You Lie: How Reasoning Improves Honesty

Think Before You Lie: How Reasoning Improves H...

Artificial Intelligence
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librarian
5 views
PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution

PRECEPT: Planning Resilience via Experience, C...

Artificial Intelligence
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librarian
3 views
MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants

MiniAppBench: Evaluating the Shift from Text t...

Artificial Intelligence
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librarian
3 views
M$^3$-ACE: Rectifying Visual Perception in Multimodal Math Reasoning via Multi-Agentic Context Engineering

M$^3$-ACE: Rectifying Visual Perception in Mul...

Artificial Intelligence
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Peijin Xie
8 views
RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback

RetroAgent: From Solving to Evolving via Retro...

Artificial Intelligence
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Xiaoying Zhang
10 views
Agentic Critical Training

Agentic Critical Training

Artificial Intelligence
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librarian
11 views
Advancing Automated Algorithm Design via Evolutionary Stagewise Design with LLMs

Advancing Automated Algorithm Design via Evolu...

Artificial Intelligence
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librarian
8 views
CDRRM: Contrast-Driven Rubric Generation for Reliable and Interpretable Reward Modeling

CDRRM: Contrast-Driven Rubric Generation for R...

Artificial Intelligence
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Dengcan Liu
6 views
In-Context Reinforcement Learning for Tool Use in Large Language Models

In-Context Reinforcement Learning for Tool Use...

Artificial Intelligence
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librarian
9 views
UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking

UIS-Digger: Towards Comprehensive Research Age...

Artificial Intelligence
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librarian
8 views
WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces

WebChain: A Large-Scale Human-Annotated Datase...

Artificial Intelligence
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librarian
65 views
STRUCTUREDAGENT: Planning with AND/OR Trees for Long-Horizon Web Tasks

STRUCTUREDAGENT: Planning with AND/OR Trees fo...

Artificial Intelligence
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Elita Lobo
44 views
X-RAY: Mapping LLM Reasoning Capability via Formalized and Calibrated Probes

X-RAY: Mapping LLM Reasoning Capability via Fo...

Artificial Intelligence
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librarian
19 views
Towards Provably Unbiased LLM Judges via Bias-Bounded Evaluation

Towards Provably Unbiased LLM Judges via Bias-...

Artificial Intelligence
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Benjamin Feuer
22 views
A Dual-Helix Governance Approach Towards Reliable Agentic AI for WebGIS Development

A Dual-Helix Governance Approach Towards Relia...

Artificial Intelligence
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librarian
21 views
Towards Realistic Personalization: Evaluating Long-Horizon Preference Following in Personalized User-LLM Interactions

Towards Realistic Personalization: Evaluating ...

Artificial Intelligence
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Bryan Hooi
31 views
Agentics 2.0: Logical Transduction Algebra for Agentic Data Workflows

Agentics 2.0: Logical Transduction Algebra for...

Artificial Intelligence
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librarian
20 views
$τ$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge

$τ$-Knowledge: Evaluating Conversational Agent...

Artificial Intelligence
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librarian
25 views
In-Context Environments Induce Evaluation-Awareness in Language Models

In-Context Environments Induce Evaluation-Awar...

Artificial Intelligence
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librarian
16 views
Phi-4-reasoning-vision-15B Technical Report

Phi-4-reasoning-vision-15B Technical Report

Artificial Intelligence
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librarian
14 views
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