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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16,801 to 16,860 of 19,077

OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding
Jingbo Zhou, Yusai Zhao, Qi Bao +12
cs.AIcs.CLcs.HCarXiv:2607.27155v12026
SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation
Amirbek Djanibekov, Luisa Bentivogli, Matteo Negri +1
eess.AScs.AIcs.CLarXiv:2603.16924v12026
ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains
Ziqi Zhao, Xinyu Ma, Liu Yang +6
cs.CLcs.LGarXiv:2605.28014v12026
A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle
Zehao Lin, Xixuan Hao, Renyu Fu +5
cs.CRcs.AIcs.CLarXiv:2604.16548v22026
Can Multimodal Large Language Models Understand OCT?
Baochen Fu, Wenzhi Deng, Baihao Jin +5
cs.CVcs.CLarXiv:2607.16609v12026
FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
Zimu Lu, Houxing Ren, Yunqiao Yang +4
cs.SEcs.CLcs.CVarXiv:2602.03798v12026
A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models
Amrit Gopinath, Raghul, Durairaj Thenmozhi
cs.CLarXiv:2608.15102v12026
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening
Ming Zhang, Qiyuan Peng, Yinxi Wei +13
cs.CLarXiv:2605.19597v12026
PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination
Qiyao Wang, Xinyi Chen, Longze Chen +4
cs.CLcs.AIarXiv:2605.03571v12026
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models
Dmitry Stanishevskii, Nini Kamkia, Alexey Khoroshilov +4
cs.CLarXiv:2605.15482v22026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Nianyi Lin, Jiajie Zhang, Lei Hou +1
cs.CLcs.AIcs.LGarXiv:2605.31584v12026
Recursive Think-Answer Process for LLMs and VLMs
Byung-Kwan Lee, Youngchae Chee, Yong Man Ro
cs.CLarXiv:2603.02099v22026
Discovering Hidden Gems in Model Repositories
Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
cs.LGcs.CLarXiv:2601.22157v12026
Humans and LLMs Diverge on Probabilistic Inferences
Gaurav Kamath, Sreenath Madathil, Sebastian Schuster +2
cs.CLcs.AIarXiv:2602.23546v12026
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
Akira Okutomi
cs.AIcs.CLarXiv:2608.13591v12026
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
Heming Fu, Shan Lin, Qianqian Xie +1
cs.CLcs.AIarXiv:2608.13571v12026
Mela: Test-Time Memory Consolidation based on Transformation Hypothesis
Lungchuan Chen
cs.CLarXiv:2605.10537v12026
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning
Dachuan Shi, Hanlin Zhu, Xiangchi Yuan +4
cs.CLcs.AIarXiv:2605.20075v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
Jiwon Song, Dongwon Jo, Beomseok Kang +1
cs.CLarXiv:2605.16839v12026
Efficient Reasoning with Balanced Thinking
Yulin Li, Tengyao Tu, Li Ding +5
cs.AIcs.CLcs.LGarXiv:2603.12372v32026
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
Zixuan Ke, Yifei Ming, Austin Xu +7
cs.AIcs.CLcs.MAarXiv:2601.14652v52026
PRiSM: Benchmarking Phone Realization in Speech Models
Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim +13
cs.CLcs.SDarXiv:2601.14046v22026
Meta-Reinforcement Learning with Self-Reflection for Agentic Search
Teng Xiao, Yige Yuan, Hamish Ivison +6
cs.LGcs.CLarXiv:2603.11327v22026
DocAtlas: Multilingual Document Understanding Across 80+ Languages
Ahmed Heakl, Youssef Mohamed, Abdullah Sohail +6
cs.CLcs.CVcs.LGarXiv:2605.12623v22026
SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations
Taewon Yun, Hyeonseong Park, Jeonghwan Choi +3
cs.AIcs.CLarXiv:2606.05563v12026
ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery
Shahar Levy, Eliya Habba, Reshef Mintz +3
cs.CLarXiv:2604.09237v22026
How do LLMs Compute Verbal Confidence
Dharshan Kumaran, Arthur Conmy, Federico Barbero +3
cs.CLcs.AIcs.LGarXiv:2603.17839v32026
IQuest-Coder-V1 Technical Report
Jian Yang, Wei Zhang, Shawn Guo +35
cs.AIcs.CLcs.SEarXiv:2603.16733v12026
MARS: Enabling Autoregressive Models Multi-Token Generation
Ziqi Jin, Lei Wang, Ziwei Luo +1
cs.CLarXiv:2604.07023v12026
Watch Before You Answer: Learning from Visually Grounded Post-Training
Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang +8
cs.CVcs.AIcs.CLarXiv:2604.05117v12026
dVoting: Fast Voting for dLLMs
Sicheng Feng, Zigeng Chen, Xinyin Ma +2
cs.CLcs.AIarXiv:2602.12153v12026
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors
Jiejun Tan, Zhicheng Dou, Xinyu Yang +4
cs.CRcs.AIcs.CLarXiv:2605.31042v12026
O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning
Mei Yuan, Qi Long, Qifeng Wu +5
cs.CVcs.AIcs.CLarXiv:2607.18142v12026
Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift
Zitong Huang, Gustavo Lucas Carvalho, Deqing Fu +1
cs.CLcs.LGarXiv:2607.17524v12026
World Action Models: The Next Frontier in Embodied AI
Siyin Wang, Junhao Shi, Zhaoyang Fu +11
cs.ROcs.CLcs.CVarXiv:2605.12090v12026
Do What I Say: A Spoken Prompt Dataset for Instruction-Following
Maike Züfle, Sara Papi, Fabian Retkowski +5
cs.CLarXiv:2603.09881v22026
FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning
Zehua Pei, Hui-Ling Zhen, Xianzhi Yu +3
cs.CLarXiv:2605.09932v12026
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang +4
cs.CLcs.AIcs.CVarXiv:2601.04126v32026
AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents
Yang Li, Jiaxiang Liu, Jiang Cai +1
cs.CLarXiv:2606.05557v12026
Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization
Ryota Komatsu, Kota Kawakita, Takuma Okamoto +1
cs.CLcs.AIcs.SDarXiv:2607.04064v12026
PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
Venkata Pushpak Teja Menta
cs.SDcs.CLarXiv:2604.25476v12026
Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher
Arda Uzunoglu, Alvin Zhang, Daniel Khashabi
cs.LGcs.CLarXiv:2606.01000v12026
A French Corpus Annotated for Multiword Expressions with Adverbial Function
Eric Laporte, Takuya Nakamura, Stavroula Voyatzi
cs.CLarXiv:2606.04828v12026
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
Yue Zhang, Zun Wang, Han Lin +3
cs.CVcs.AIcs.CLarXiv:2605.30557v12026
The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
Ziyang Ma, Ruiyang Xu, Yinghao Ma +9
cs.SDcs.CLcs.MMarXiv:2602.14224v12026
Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
Tomer Ashuach, Shai Gretz, Yoav Katz +2
cs.CLarXiv:2604.12373v52026
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants
Xudong Lu, Xueying Li, Annan Wang +8
cs.CVcs.CLarXiv:2605.26485v12026
DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
Zirui Wu, Lin Zheng, Zhihui Xie +8
cs.CLarXiv:2602.01326v12026
Active Learners as Efficient PRP Rerankers
Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero +3
cs.LGcs.AIcs.CLarXiv:2605.14236v22026
Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation
Lester James V. Miranda, Ivan Vulić, Anna Korhonen
cs.CLarXiv:2604.11290v22026
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
Amy Xin, Jiening Siow, Junjie Wang +5
cs.AIcs.CLarXiv:2606.13662v22026
Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling
Eilam Shapira, Moshe Tennenholtz, Roi Reichart
cs.LGcs.AIcs.CLarXiv:2605.12411v12026
Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)
Samer Awad, Javier Conde, Carlos Arriaga +3
cs.CLcs.AIarXiv:2605.27268v12026
SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding
Anton Plaksin, Sergei Krutikov, Sergei Skvortsov +1
cs.LGcs.CLarXiv:2605.10453v12026
Best Practices and Lessons Learned on Synthetic Data
Ruibo Liu, Jerry Wei, Fangyu Liu +8
cs.CLarXiv:2404.07503v22024
Text Data Integration
Md Ataur Rahman, Dimitris Sacharidis, Oscar Romero +1
cs.CLcs.IRarXiv:2603.27055v12026
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Woojung Song, Nalim Kim, Sangjun Song +3
cs.CLcs.AIarXiv:2606.05553v12026
MemRerank: Preference Memory for Personalized Product Reranking
Zhiyuan Peng, Xuyang Wu, Huaixiao Tou +2
cs.CLcs.AIcs.LGarXiv:2603.29247v32026
No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
Dmitry Karpov
cs.CLcs.AIcs.LGarXiv:2602.04442v12026

Computation and Language

OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding

SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation

ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains

A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle

Can Multimodal Large Language Models Understand OCT?

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models

LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening

PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Recursive Think-Answer Process for LLMs and VLMs

Discovering Hidden Gems in Model Repositories

Humans and LLMs Diverge on Probabilistic Inferences

Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems

Mela: Test-Time Memory Consolidation based on Transformation Hypothesis

CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

Efficient Reasoning with Balanced Thinking

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

PRiSM: Benchmarking Phone Realization in Speech Models

Meta-Reinforcement Learning with Self-Reflection for Agentic Search

DocAtlas: Multilingual Document Understanding Across 80+ Languages

SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations

ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery

How do LLMs Compute Verbal Confidence

IQuest-Coder-V1 Technical Report

MARS: Enabling Autoregressive Models Multi-Token Generation

Watch Before You Answer: Learning from Visually Grounded Post-Training

dVoting: Fast Voting for dLLMs

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

World Action Models: The Next Frontier in Embodied AI

Do What I Say: A Spoken Prompt Dataset for Instruction-Following

FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

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

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher

A French Corpus Annotated for Multiword Expressions with Adverbial Function

Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents

Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness

OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants

DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas

Active Learners as Efficient PRP Rerankers

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling

Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding

Best Practices and Lessons Learned on Synthetic Data

Text Data Integration

ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

MemRerank: Preference Memory for Personalized Product Reranking

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data