Computation and Language

Papers filed under cs.CL 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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10,801 to 10,860 of 11,248

Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics
Igor Itkin
cs.LGcs.AIcs.CLarXiv:2606.12476v32026
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
Baochang Ren, Xinjie Liu, Xi Chen +15
cs.CLcs.AIcs.LGarXiv:2606.13578v22026
ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning
Sicheng Yang, Hangjie Yuan, Wenjun Zhang +5
cs.CVcs.AIcs.CLarXiv:2606.14697v12026
VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models
Sen Xu, Shixi Liu, Wei Wang +6
cs.AIcs.CLarXiv:2606.16140v12026
Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences
Mingyang Li, Yurou Liu, Jieping Ye +3
cs.CLarXiv:2606.16905v12026
Looped World Models
Hongyuan Adam Lu, Z. L. Victor Wei, Qun Zhang +28
cs.LGcs.AIcs.CLarXiv:2606.18208v12026
GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents
Zhe Ren, Yibo Yang, Yimeng Chen +7
cs.LGcs.CLarXiv:2606.18829v12026
MAIC-UI: Making Interactive Courseware with Generative UI
Shangqing Tu, Yanjia Li, Keyu Chen +7
cs.CLcs.AIcs.HCarXiv:2604.25806v12026
Summaries:한국어
Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning
Jiayu Yang, Chao Chen, Shengen Wu +6
cs.LGcs.CLarXiv:2606.13106v12026
PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
Venkata Pushpak Teja Menta
cs.SDcs.CLarXiv:2604.25476v12026
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
Dasol Choi, Eugenia Kim, Jaewon Noh +14
cs.CLcs.AIarXiv:2605.05662v12026
EMO: Pretraining Mixture of Experts for Emergent Modularity
Ryan Wang, Akshita Bhagia, Sewon Min
cs.CLarXiv:2605.06663v22026
A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
Dingwei Chen, Zefang Zong, Zhipeng Ma +5
cs.CLarXiv:2605.06200v12026
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
Nahyun Lee, Dongkeun Yoon, Guijin Son +12
cs.CLarXiv:2606.02404v12026
Dynamic Linear Attention
Xin Wang, Hui Shen, Boyuan Zheng +7
cs.CLcs.AIarXiv:2606.10650v12026
MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents
Lawrence Keunho Jang, Andrew Keunwoo Jang, Jing Yu Koh +1
cs.LGcs.CLarXiv:2606.16748v12026
Why Fine-Tuning Encourages Hallucinations and How to Fix It
Guy Kaplan, Zorik Gekhman, Zhen Zhu +5
cs.CLcs.AIcs.LGarXiv:2604.15574v12026
EviMem: Evidence-Gap-Driven Iterative Retrieval for Long-Term Conversational Memory
Yuyang Li, Yime He, Zeyu Zhang +1
cs.CVcs.CLarXiv:2604.27695v12026
Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning
Chengshuai Shi, Wenzhe Li, Xinran Liang +10
cs.LGcs.AIcs.CLarXiv:2605.00347v12026
CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
Cheng Qian, Hyeonjeong Ha, Jiayu Liu +10
cs.AIcs.CLcs.LGarXiv:2605.02910v22026
When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning
Jiaqi Wei, Xuehang Guo, Pengfei Yu +5
cs.CLarXiv:2605.03314v22026
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue
Xinjie Shen, Rongzhe Wei, Peizhi Niu +6
cs.CLcs.AIcs.CRarXiv:2605.05630v22026
SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training
Shengkun Tang, Zekun Wang, Bo Zheng +7
cs.LGcs.AIcs.CLarXiv:2605.08738v22026
ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions
Chuanyang Jin, Binze Li, Haopeng Xie +6
cs.CLcs.AIarXiv:2605.20087v22026
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Jingwei Sun, Jianing Zhu, Jiangchao Yao +2
cs.CLarXiv:2605.19952v12026
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
Weimin Xiong, Shuhao Gu, Bowen Ye +5
cs.CLcs.AIcs.CVarXiv:2605.14747v12026
E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring
Wenjun Wang, Yanggan Gu, Shuo Cai +4
cs.CLarXiv:2605.16882v12026
Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation
Théo Gigant, Bowen Peng, Jeffrey Quesnelle
cs.CLarXiv:2604.27263v22026
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs
Haiquan Lu, Zigeng Chen, Gongfan Fang +2
cs.CLarXiv:2605.20315v12026
ResearchMath-14K: Scaling Research-Level Mathematics via Agents
Guijin Son, Seungyeop Yi, Minju Gwak +3
cs.CLarXiv:2605.28003v12026
Deep Thought Alignment: Trajectory-Level Latent Distillation for Video Reasoning
Ao Shen, Yongheng Zhang, Yinghui Li +3
cs.CVcs.AIcs.CLarXiv:2608.16316v12026
TaoLive Digital Avatar Agent Technical Report: Training Agents to Evolve with Their Harness
TaoLive AIGC LLM Team, Yuhan Sun, Wenhao Lin +7
cs.CLarXiv:2608.15763v12026
SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming
John Woods, Hasti Seifi
cs.ROcs.CLcs.LGarXiv:2608.14944v12026
Semantic Space of Parts of Speech
Jiří Milička, Ivan Kraus, Arnold Stanovský +5
cs.CLarXiv:2608.15443v12026
Coverage Is Not Containment: A Fundamental Limit of Admission-Time Defenses Against Coordinated Poisoning of Vector Retrieval
Prashant Kumar Pathak, Tarun Kumar Sharma
cs.CRcs.CLcs.IRarXiv:2608.16044v12026
DuplexGen: Decoupling Content, Timing, and Acoustics for Synthetic Dialogue Speech
Pengcheng Wang, Sheng Li, Jiyi Li +1
cs.CLeess.ASarXiv:2608.16053v12026
Whose Gold? Annotator-Pool Disagreement Is Large at the Item Level, and Hidden by Small Leaderboards
Anik Jha
cs.CLcs.LGarXiv:2608.15980v12026
Grounding Healthcare LLMs in a Causal Knowledge Graph: Framework, Metrics, and a Cardiovascular Pilot
Ummara Mumtaz, Aimen Noor, Awais Ahmed
cs.AIcs.CLcs.IRarXiv:2608.15382v12026
Hallucination Span Detection with Input-Side Evidence Alignment
Miyu Yamada, Yuki Arase
cs.CLarXiv:2608.15804v12026
Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation
Cedar Site Bai, Duanshun Li, Zhenyu Liao +6
cs.IRcs.AIcs.CLarXiv:2608.15949v12026
What to Forget in Unlearning? Forget Set Curation for Language Models
Animesh Jha, Arpandeep Khatua, Youssef Allouah +1
cs.CLarXiv:2608.14855v12026
TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
Heming Zou, Qi Wang, Yun Qu +9
cs.LGcs.AIcs.CLarXiv:2606.11119v12026
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents
Ye Yuan, Rui Song, Weien Li +12
cs.CLcs.AIcs.MAarXiv:2605.27068v12026
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning
Minki Kang, Shizhe Diao, Ryo Hachiuma +4
cs.CLarXiv:2605.28774v12026
Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents
Jianxiang Yu, Jiapeng Zhu, Bochen Lin +3
cs.CLarXiv:2605.30723v12026
SEER: Long-Context Reasoning via Selective Visual-Text Compression
Jiawei Xu, Zhilin Zhai, Jinrui Fang +6
cs.CLcs.CVarXiv:2608.15962v12026
The Null Token Knows: Reducing Message-Free Hallucination in ASR and NMT
Kirill Borodin, Vasiliy Kudryavtsev, Ivan Viakhirev +1
cs.CLcs.LGcs.SDarXiv:2608.15940v22026
NITP: Next Implicit Token Prediction for LLM Pre-training
Xiangdong Zhang, Debing Zhang, Shaofeng Zhang +3
cs.CLarXiv:2605.24956v32026
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims
Delip Rao, Weiqiu You, Eric Wong +1
cs.CLarXiv:2503.08600v32025
When Stories Evolve: Benchmarking LLM Storytelling Across Agent Architectures in Open-Ended World Simulations
Yuqi Chen, Sixuan Li, Yunfeng Cai +3
cs.CLcs.AIarXiv:2608.15654v12026
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
Haoming Xu, Weihong Xu, Zongrui Li +6
cs.AIcs.CLcs.LGarXiv:2605.30219v12026
Draft-OPD: On-Policy Distillation for Speculative Draft Models
Haodi Lei, Yafu Li, Haoran Zhang +8
cs.CLarXiv:2605.29343v22026
Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation
Zixuan Jiang, Yanqiao Zhu, Peng Wang +8
cs.AIcs.CLarXiv:2605.29430v12026
AdaCodec: A Predictive Visual Code for Video MLLMs
Haowen Hou, Zhen Huang, Zheming Liang +8
cs.CVcs.AIcs.CLarXiv:2606.02569v12026
BraveGuard: From Open-World Threats to Safer Computer-Use Agents
Yunhao Feng, Xiaohu Du, Xinhao Deng +13
cs.CRcs.CLarXiv:2606.01166v22026
Domain-Agnostic Neural Topic Modeling with Contextual Token-Level Semantic Graph Representation
Seung-Won Seo, Won Ik Cho, Yongmin Yoo
cs.CLcs.LGarXiv:2608.16269v12026
Bridging the Agent-World Gap: Text World Models for LLM-based Agents
Yixia Li, Hongru Wang, Peng Lai +13
cs.CLarXiv:2606.09032v12026
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents
Jia Deng, Yimeng Chen, Xiaoqing Xiang +9
cs.CLarXiv:2606.12087v12026
Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning
Xuekang Wang, Zhuoyuan Hao, Shuo Hou +3
cs.LGcs.AIcs.CLarXiv:2606.04923v22026
Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution
Liliana Hotsko, Yinxi Li, Yuntian Deng +1
cs.SEcs.AIcs.CLarXiv:2606.06492v12026

Computation and Language

Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics

LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning

VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models

Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences

Looped World Models

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents

MAIC-UI: Making Interactive Courseware with Generative UI

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity

EMO: Pretraining Mixture of Experts for Emergent Modularity

A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping

K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts

Dynamic Linear Attention

MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents

Why Fine-Tuning Encourages Hallucinations and How to Fix It

EviMem: Evidence-Gap-Driven Iterative Retrieval for Long-Term Conversational Memory

Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning

CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing

When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs

ResearchMath-14K: Scaling Research-Level Mathematics via Agents

Deep Thought Alignment: Trajectory-Level Latent Distillation for Video Reasoning

TaoLive Digital Avatar Agent Technical Report: Training Agents to Evolve with Their Harness

SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming

Semantic Space of Parts of Speech

Coverage Is Not Containment: A Fundamental Limit of Admission-Time Defenses Against Coordinated Poisoning of Vector Retrieval

DuplexGen: Decoupling Content, Timing, and Acoustics for Synthetic Dialogue Speech

Whose Gold? Annotator-Pool Disagreement Is Large at the Item Level, and Hidden by Small Leaderboards

Grounding Healthcare LLMs in a Causal Knowledge Graph: Framework, Metrics, and a Cardiovascular Pilot

Hallucination Span Detection with Input-Side Evidence Alignment

Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation

What to Forget in Unlearning? Forget Set Curation for Language Models

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents

SEER: Long-Context Reasoning via Selective Visual-Text Compression

The Null Token Knows: Reducing Message-Free Hallucination in ASR and NMT

NITP: Next Implicit Token Prediction for LLM Pre-training

NSF-SciFy: Mining the NSF Awards Database for Scientific Claims

When Stories Evolve: Benchmarking LLM Storytelling Across Agent Architectures in Open-Ended World Simulations

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Draft-OPD: On-Policy Distillation for Speculative Draft Models

Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation

AdaCodec: A Predictive Visual Code for Video MLLMs

BraveGuard: From Open-World Threats to Safer Computer-Use Agents

Domain-Agnostic Neural Topic Modeling with Contextual Token-Level Semantic Graph Representation

Bridging the Agent-World Gap: Text World Models for LLM-based Agents

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution