Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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22,921 to 22,980 of 27,190

RubricEval: A Rubric-Level Meta-Evaluation Benchmark for LLM Judges in Instruction Following
Tianjun Pan, Xuan Lin, Wenyan Yang +7
cs.AIarXiv:2603.25133v12026
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks
Zhilin Wang, Jiaqi Zeng, Olivier Delalleau +6
cs.CLcs.AIcs.LGarXiv:2503.04378v22025
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe
Yaxuan Li, Yuxin Zuo, Bingxiang He +8
cs.LGcs.AIcs.CLarXiv:2604.13016v22026
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
NVIDIA, :, Aaron Blakeman +198
cs.CLcs.AIcs.LGarXiv:2504.03624v42025
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
Yapei Chang, Kyle Lo, Tanya Goyal +1
cs.CLcs.AIcs.LGarXiv:2310.00785v42023
Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
Yingce Xia, Peiran Jin, Shufang Xie +43
cs.AIcs.LGarXiv:2502.07527v32025
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
Marwa Abdulhai, Isadora White, Charlie Snell +5
cs.CLcs.AIcs.LGarXiv:2311.18232v12023
User-oriented Fairness in Recommendation
Yunqi Li, Hanxiong Chen, Zuohui Fu +2
cs.IRcs.AIcs.HCarXiv:2104.10671v12021
Sharing State Between Prompts and Programs
Ellie Y. Cheng, Logan Weber, Tian Jin +1
cs.PLcs.AIarXiv:2512.14805v22025
X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization
Zichao Zeng, Weijia Fan, Yufan Chen +7
cs.CVcs.AIcs.ROarXiv:2608.16658v12026
SchemaRouter: Field-Aware Tool Routing for Efficient Heterogeneous Agentic RAG
Yong-eun Cho
cs.AIarXiv:2608.21375v12026
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog
Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen +5
cs.LGcs.AIstat.MLarXiv:1907.00456v22019
Large Language Models as Generalizable Policies for Embodied Tasks
Andrew Szot, Max Schwarzer, Harsh Agrawal +6
cs.LGcs.AIcs.CLarXiv:2310.17722v22023
Genomic Next-Token Predictors are In-Context Learners
Nathan Breslow, Aayush Mishra, Mahler Revsine +3
cs.LGcs.AIq-bio.GNarXiv:2511.12797v32025
NGM: A Plug-and-Play Training-Free Memory Module for LLMs
Yuwen Qu, Wenhui Dong, Chenyang Si +1
cs.AIarXiv:2605.16893v12026
GRIPNet: Gaussian Radial Intensity Prior Guided Architecture for Pulmonary Nodule Detection in CT
Yang, Haojie, Su, Ran
cs.CVcs.AIarXiv:2609.11312v12026
Why do tree-based models still outperform deep learning on tabular data?
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
cs.LGcs.AIstat.MEarXiv:2207.08815v12022
Three-Phase Transformer
Mohammad R. Abu Ayyash
cs.CLcs.AIcs.LGarXiv:2604.14430v12026
Thinkless: LLM Learns When to Think
Gongfan Fang, Xinyin Ma, Xinchao Wang
cs.CLcs.AIarXiv:2505.13379v22025
RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving
Khaled El Madawy, Hazem Rashed, Ahmad El Sallab +3
cs.CVcs.AIcs.LGarXiv:1906.00208v22019
TextGrad: Automatic "Differentiation" via Text
Mert Yuksekgonul, Federico Bianchi, Joseph Boen +4
cs.CLcs.AIcs.LGarXiv:2406.07496v12024
Reliable Decision Support using Counterfactual Models
Peter Schulam, Suchi Saria
stat.MLcs.AIcs.LGarXiv:1703.10651v42017
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams
Li Yang, Abdallah Shami
cs.LGcs.AIarXiv:2104.10529v12021
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
Haoming Xu, Ningyuan Zhao, Yunzhi Yao +7
cs.CLcs.AIcs.HCarXiv:2601.05905v22026
ESPO: Early-Stopping Proximal Policy Optimization
Zihang Li, Rui Zhou, Yingcheng Shi +8
cs.LGcs.AIarXiv:2605.29860v12026
OpenCollab: A Multi-Agent Coding Framework with Programmable Collaboration and Controllable Runtime
Chun-Wah Hsu, Kai Gong, Yu Wu +12
cs.SEcs.AIcs.CLarXiv:2609.38345v12026
Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
Ido Galil, Moshe Kimhi, Ran El-Yaniv
cs.LGcs.AIcs.CVarXiv:2502.07408v22025
Building to the Test: Coding Agents Deliver What You Check, Not What You Requested
Yanuo Ma, Ben Kereopa-Yorke, Ben Schultz
cs.SEcs.AIarXiv:2606.28430v12026
Universal Reasoning Model
Zitian Gao, Lynx Chen, Yihao Xiao +5
cs.AIarXiv:2512.14693v32025
Toward User-Mediated Self-Repair in Ubiquitous Robots Through Goal-Oriented Agentic AI
Morten Roed Frederiksen
cs.AIcs.ROarXiv:2609.26157v12026
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale
Ang Li, Ben Liu, Bin Han +215
cs.CLcs.AIarXiv:2606.15079v12026
Improve Vision Language Model Chain-of-thought Reasoning
Ruohong Zhang, Bowen Zhang, Yanghao Li +6
cs.AIcs.CVarXiv:2410.16198v12024
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations
Ajay Mandlekar, Soroush Nasiriany, Bowen Wen +5
cs.ROcs.AIcs.CVarXiv:2310.17596v12023
ShardMeter: Sharded and Geo-Distributed Training Without the Guesswork
Tim Beringer, Patrick Diem, Felix Wolf +1
cs.DCcs.AIarXiv:2608.23840v12026
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
Ajay Jain, Amber Xie, Pieter Abbeel
cs.CVcs.AIcs.GRarXiv:2211.11319v12022
Can Neural Networks Understand Logical Entailment?
Richard Evans, David Saxton, David Amos +2
cs.NEcs.AIarXiv:1802.08535v12018
Learning Trajectory Preferences for Manipulators via Iterative Improvement
Ashesh Jain, Brian Wojcik, Thorsten Joachims +1
cs.ROcs.AIcs.HCarXiv:1306.6294v22013
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
Zihao Zhu, Jing Yu, Yujing Wang +3
cs.CVcs.AIcs.CLarXiv:2006.09073v32020
FVSpec: Real-World Property-Based Tests as Lean Challenges
Quinn Dougherty, Max von Hippel, Simon Henniger +2
cs.SEcs.AIarXiv:2606.01008v22026
Jev thinks "I don't know'', but doesn't say it: Introducing Sys1Cal-v1 Dataset for Probability Calibration
Riccardo Porcedda
cs.AIcs.LOcs.SYarXiv:2609.35342v12026
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
Yupeng Hou, Binbin Hu, Zhiqiang Zhang +1
cs.IRcs.AIarXiv:2204.11067v12022
Do Multilingual LLMs Think In English?
Lisa Schut, Yarin Gal, Sebastian Farquhar
cs.CLcs.AIcs.LGarXiv:2502.15603v12025
TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems
Wenbo Guo, Lun Wang, Xinyu Xing +2
cs.CRcs.AIarXiv:1908.01763v22019
ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
Mu Cai, Haotian Liu, Dennis Park +4
cs.CVcs.AIcs.CLarXiv:2312.00784v22023
3D Infomax improves GNNs for Molecular Property Prediction
Hannes Stärk, Dominique Beaini, Gabriele Corso +4
cs.LGcs.AIq-bio.BMarXiv:2110.04126v42021
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search
Arber Zela, Aaron Klein, Stefan Falkner +1
cs.LGcs.AIcs.CVarXiv:1807.06906v12018
Adversarial Demonstration Attacks on Large Language Models
Jiongxiao Wang, Zichen Liu, Keun Hee Park +5
cs.CLcs.AIcs.CRarXiv:2305.14950v22023
State-Grounded Conditioning: Wrapping User-Facing LLM Agents Where Direction Depends on Live State
Qi Liu, Xiaoyang Yuan, Yubin Ruan +8
cs.AIarXiv:2609.27606v12026
De-skilling, Cognitive Offloading, and Misplaced Responsibilities: Potential Ironies of AI-Assisted Design
Prakash Shukla, Phuong Bui, Sean S Levy +3
cs.HCcs.AIarXiv:2503.03924v12025
Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution
Sebastian Cajas, Ashaba Judith, Rahul Gorijavolu +8
cs.CVcs.AIarXiv:2604.12152v12026
Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement
Xueyao Zhang, Xiaohui Zhang, Kainan Peng +10
cs.SDcs.AIeess.ASarXiv:2502.07243v12025
PhysEvo: Astra Can Act, Let It
Wenqing Tian, Zeyu Zhang, Zhaocheng Liu +3
cs.ROcs.AIarXiv:2610.08995v12026
Improving Attributed Text Generation of Large Language Models via Preference Learning
Dongfang Li, Zetian Sun, Baotian Hu +4
cs.CLcs.AIarXiv:2403.18381v12024
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
Mohammadreza Pourreza, Shayan Talaei, Ruoxi Sun +5
cs.LGcs.AIcs.DBarXiv:2503.23157v22025
Look Before You Leap: Autonomous Exploration for LLM Agents
Ziang Ye, Wentao Shi, Yuxin Liu +6
cs.AIcs.CLarXiv:2605.16143v12026
Knowing When Not to Answer: Abstention and Refusal Reasoning in Vision--Language Models
Karan Dua, Amit Agarwal, Hitesh Laxmichand Patel +8
cs.CVcs.AIarXiv:2609.05540v12026
Increasing Width Allows Greedy Layer-wise Training to Rival End-to-End Backpropagation in Self-Supervised Learning
Syon Mansur, Joel Zylberberg
cs.LGcs.AIcs.CVarXiv:2610.00753v12026
Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue
Zhenhong Zhou, Jiuyang Xiang, Haopeng Chen +3
cs.CLcs.AIarXiv:2402.17262v22024
Honesty Is the Best Policy: Defining and Mitigating AI Deception
Francis Rhys Ward, Francesco Belardinelli, Francesca Toni +1
cs.AIarXiv:2312.01350v12023
Which Attention Heads are like the Human Head? Not the Ones that Compute
Christopher Pinier, Gustaw Opiełka, Hannes Rosenbusch +3
cs.AIq-bio.NCarXiv:2609.37991v12026

Artificial Intelligence

RubricEval: A Rubric-Level Meta-Evaluation Benchmark for LLM Judges in Instruction Following

HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

Nature Language Model: Deciphering the Language of Nature for Scientific Discovery

LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models

User-oriented Fairness in Recommendation

Sharing State Between Prompts and Programs

X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization

SchemaRouter: Field-Aware Tool Routing for Efficient Heterogeneous Agentic RAG

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog

Large Language Models as Generalizable Policies for Embodied Tasks

Genomic Next-Token Predictors are In-Context Learners

NGM: A Plug-and-Play Training-Free Memory Module for LLMs

GRIPNet: Gaussian Radial Intensity Prior Guided Architecture for Pulmonary Nodule Detection in CT

Why do tree-based models still outperform deep learning on tabular data?

Three-Phase Transformer

Thinkless: LLM Learns When to Think

RGB and LiDAR fusion based 3D Semantic Segmentation for Autonomous Driving

TextGrad: Automatic "Differentiation" via Text

Reliable Decision Support using Counterfactual Models

A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

ESPO: Early-Stopping Proximal Policy Optimization

OpenCollab: A Multi-Agent Coding Framework with Programmable Collaboration and Controllable Runtime

Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips

Building to the Test: Coding Agents Deliver What You Check, Not What You Requested

Universal Reasoning Model

Toward User-Mediated Self-Repair in Ubiquitous Robots Through Goal-Oriented Agentic AI

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Improve Vision Language Model Chain-of-thought Reasoning

MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations

ShardMeter: Sharded and Geo-Distributed Training Without the Guesswork

VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models

Can Neural Networks Understand Logical Entailment?

Learning Trajectory Preferences for Manipulators via Iterative Improvement

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

FVSpec: Real-World Property-Based Tests as Lean Challenges

Jev thinks "I don't know'', but doesn't say it: Introducing Sys1Cal-v1 Dataset for Probability Calibration

CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space

Do Multilingual LLMs Think In English?

TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems

ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts

3D Infomax improves GNNs for Molecular Property Prediction

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search

Adversarial Demonstration Attacks on Large Language Models

State-Grounded Conditioning: Wrapping User-Facing LLM Agents Where Direction Depends on Live State

De-skilling, Cognitive Offloading, and Misplaced Responsibilities: Potential Ironies of AI-Assisted Design

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement

PhysEvo: Astra Can Act, Let It

Improving Attributed Text Generation of Large Language Models via Preference Learning

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL

Look Before You Leap: Autonomous Exploration for LLM Agents

Knowing When Not to Answer: Abstention and Refusal Reasoning in Vision--Language Models

Increasing Width Allows Greedy Layer-wise Training to Rival End-to-End Backpropagation in Self-Supervised Learning

Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Honesty Is the Best Policy: Defining and Mitigating AI Deception

Which Attention Heads are like the Human Head? Not the Ones that Compute