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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11,341 to 11,400 of 11,411

Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation
Tirth Bhatt, Naren Kumar S, Mayank Singh
cs.CLcs.AIarXiv:2608.05785v12026
Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning
Fangxu Yu, Tao Feng, Dehai Min +6
cs.SDcs.CLarXiv:2608.02831v12026
When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents
Yushi Sun, Yanjie Zhang
cs.CLarXiv:2608.04574v12026
Information Satisfaction: A Reader-Centered Axis for Summarization Evaluation
Isabel Cachola, William Walden, Reno Kriz +1
cs.CLarXiv:2608.14457v12026
WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning
Senyu Fei, Xiaopeng Yu, Siyin Wang +3
cs.ROcs.CLcs.CVarXiv:2607.29613v12026
A Four-Axis Trustworthiness Benchmark for LLM-as-Judge in Principle-Based Regulation
Dipankar Sarkar
cs.CRcs.AIcs.CLarXiv:2608.14329v12026
Seeing Red, Thinking Bad: Color Bias in Vision Language Models
Kohsuke Ide, Ryousuke Yamada, Yoshihiro Fukuhara +2
cs.CVcs.AIcs.CLarXiv:2608.14286v12026
CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG
Gyuwan Kim, Cheoneum Park, Tao Yang
cs.CLcs.AIcs.IRarXiv:2608.07458v12026
VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation
Kangning Zhang, Yixing Li, Shuai Shao +9
cs.CVcs.CLarXiv:2607.28590v12026
ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?
Tianyi Guan, Yiding Wang, Haotong Yang +5
cs.AIcs.CLcs.LGarXiv:2608.03874v12026
K-EXAONE 2.0 Technical Report
Eunbi Choi, Kibong Choi, Sehyun Chun +74
cs.CLarXiv:2608.04505v12026
GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning
Zhaoxin Yu, Qi Shen, Hengli Li +4
cs.LGcs.CLarXiv:2608.02585v22026
Local and Global Regimes of Geometric Complexity in Language Model Representations
Arwa Osman, Marco Baroni, Iuri Macocco
cs.CLarXiv:2608.14361v12026
Wrong but Useful: Trajectory Value Beyond Answer Correctness in Multi-Agent Messages
Chih-Hsuan Yang, Anjir Ahmed Chowdhury, Cheng-Hau Yang +7
cs.AIcs.CLcs.LGarXiv:2608.14375v12026
Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression
Zhengpei Hu, Kai Li, Dapeng Fu +5
cs.CLcs.LGarXiv:2608.04569v12026
Skaling: Chinchilla's Exponents Meet Kaplan's Coupling
Mathurin Videau, Badr Youbi-Idrissi, David Lopez-Paz +1
cs.CLarXiv:2608.07222v12026
VoiceChat-TTS: A Low-Latency Continuous Speech Synthesis Model for Interactive Agents
Edresson Casanova, Jaehyeon Kim, Mariana Graterol Fuenmayor +17
eess.AScs.CLarXiv:2608.13831v12026
MameLoshnLM: Yiddish Language Model and Evaluation Benchmark
Uri Katz, Omer Goldman, Tomasz Limisiewicz +2
cs.CLcs.AIarXiv:2608.05850v12026
NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance Gap
Dasol Choi, Joonyong Park, Daegon Yu +3
cs.CLarXiv:2608.04397v12026
Mitigating Gender Bias in English to Romanian Machine Translation
Ioana Grigore, Sergiu Nisioi
cs.CLcs.AIarXiv:2608.08606v12026
TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning
Changle Qu, Sunhao Dai, Hengyi Cai +4
cs.CLcs.AIarXiv:2608.04007v12026
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization
Varun Ursekar, Apaar Shanker, Yash Maurya +4
cs.AIcs.CLcs.LGarXiv:2608.06301v12026
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents
Jingsheng Zheng, Xinyuan Fang, Jintian Zhang +3
cs.CLcs.AIcs.HCarXiv:2608.05013v12026
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution
Yunhao Chen, Xin Wang, Yixu Wang +6
cs.CLarXiv:2608.00677v12026
CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA
Fatema Tuj Johora Faria, Mukaffi Bin Moin, Jubayer Al Mahmud +2
cs.CLcs.AIarXiv:2608.13706v12026
On-Policy Delta Distillation for Multilingual Math Reasoning
Byeongho Heo, Jaehui Hwang, Sangdoo Yun +1
cs.CLcs.LGarXiv:2608.05802v12026
Progressive Agent Skill Generation via Reinforcement Learning
Junhao Shen, Zhanqiu Zhang, Yiwen Guo +1
cs.LGcs.CLarXiv:2608.01678v12026
From Passive Delegates to Strategic Negotiators: Reinforcing Social Reasoning in Small Language Models with SocialRL
Wenyue Hua, Zachary Huang, Tyler Payne +3
cs.AIcs.CLcs.LGarXiv:2608.13787v12026
How Much Do Legal RAG Systems Still Hallucinate?
Souvick Das, Sallam Abualhaija, Domenico Bianculli
cs.CLcs.AIarXiv:2608.14210v12026
MINT: A Universal Zero-Shot Predictor for Transaction Data
Parameswaran Kamalaruban, Viktor Drobnyi, Maeve Madigan +3
cs.LGcs.CLarXiv:2608.14198v12026
HERMES: a multi-agent framework for structured knowledge extraction from ultra-long documents in geoscience
Ziqi Song, Zongyuan Xiang, James G. Ogg +12
cs.CLarXiv:2608.14055v12026
IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering
JungMin Yun, YoungBin Kim
cs.CLcs.AIarXiv:2608.13588v12026
On-Policy Delta Distillation
Byeongho Heo, Jaehui Hwang, Sangdoo Yun +1
cs.LGcs.CLarXiv:2607.15161v12026
Summaries:한국어
Weak-to-Strong Generalization via Direct On-Policy Distillation
Shiyuan Feng, Huan-ang Gao, Haohan Chi +7
cs.LGcs.AIcs.CLarXiv:2607.05394v22026
Summaries:한국어
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee +1
cs.CLarXiv:1810.04805v12018
Summaries:한국어
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar +5
cs.CLcs.LGarXiv:1706.03762v72017
Summaries:한국어 日本語简体中文 Español Français Deutsch
A Survey of Large Models in Sports
Yichen Xu, Jianzhe Ma, Chuhan Wang +4
cs.CLcs.CVarXiv:2608.14377v12026
Repair, Not Improvement: Decomposing Constrained Decoding in Tool-Call Abstention
Janghoon Lee
cs.CLarXiv:2608.13959v12026
Regime-Conditional Verification: Correctness Estimation for Adapting and Monitoring Safety Classifiers
Thiago Sandoval, Ufuk Topcu
cs.AIcs.CLcs.CRarXiv:2608.14089v12026
CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing
Yuji Ren, Chenkai Xu, Zhuocheng Gong +2
cs.LGcs.AIcs.CLarXiv:2608.13925v12026
Think in Latent, Explain in Language: Self-Explainable Latent Reasoning
Dayuan Zhao, Shengcao Cao, Yu-Xiong Wang +1
cs.CLcs.AIcs.LGarXiv:2608.13570v12026
ASSERT: A Measurement Pipeline for GenAI Audits
Riccardo Fogliato, Abhinav Palia, Xiawei Wang +11
cs.CLcs.AIcs.CYarXiv:2608.13840v12026
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
Heming Fu, Shan Lin, Qianqian Xie +1
cs.CLcs.AIarXiv:2608.13571v12026
Bootstrapping Niche Multilingual Code Translation via Reinforcement Learning with Execution-Based Verifiable Supervision
Kouki Yuki, Jie Zeng, Kyoko Ogawa +6
cs.CLarXiv:2608.13854v12026
BCMT: Blockwise Causal Memory Transformer
Rachid Arezki
cs.CLcs.AIcs.LGarXiv:2608.13578v12026
S2Dialog: Multimodal Dialogue Retrieval with Semantic and Acoustic-Style Modeling
Xueqi Wang, Zhigang Wang, Runqing Zhang +2
cs.CLarXiv:2608.14029v12026
Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models
Jean de Dieu Nyandwi, Leena Mathur, Yonatan Bisk +2
cs.CLcs.AIcs.CVarXiv:2608.13760v12026
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
Akira Okutomi
cs.AIcs.CLarXiv:2608.13591v12026
DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data
Peter Schneider-Kamp, Jacob Nielsen, Gianluca Barmina +2
cs.CLcs.AIarXiv:2608.13517v12026
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence
Xuanle Zhao, Qiushi Sun, Jingyu Xiao +16
cs.CLarXiv:2606.15932v22026
Summaries:한국어
Improved Large Language Diffusion Models
Shen Nie, Qiyang Min, Shaoxuan Xu +7
cs.CLcs.AIcs.LGarXiv:2606.25331v12026
Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, Quoc V. Le
cs.CLcs.LGarXiv:1409.3215v32014
Unlimited OCR Works
Youyang Yin, Huanhuan Liu, YY +14
cs.CVcs.CLarXiv:2606.23050v12026
Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding
Yonggan Fu, Lexington Whalen, Abhinav Garg +23
cs.CLarXiv:2607.05722v12026
RoFormer: Enhanced Transformer with Rotary Position Embedding
Jianlin Su, Yu Lu, Shengfeng Pan +3
cs.CLcs.AIcs.LGarXiv:2104.09864v52021
Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations
Rui Wang, Hongru Wang, Yi Chen +4
cs.CLcs.LGarXiv:2607.13399v12026
Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity
Irina Proskurina, Mayank Kumar, Oyindolapo O. Komolafe
cs.CLcs.AIarXiv:2608.13430v12026
Are We Ready For An Agent-Native Memory System?
Wei Zhou, Xuanhe Zhou, Shaokun Han +5
cs.CLcs.DBcs.IRarXiv:2606.24775v12026
DanceOPD: On-Policy Generative Field Distillation
Wei Zhou, Xiongwei Zhu, Zelin Xu +8
cs.CVcs.CLcs.LGarXiv:2606.27377v22026
Self-Evolving Embodied Agents via Skill-Harness Evolution
Peidong Wang, Zhiming Ma, Ying Chang +5
cs.CLcs.ROarXiv:2608.11350v12026

Computation and Language

Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

Information Satisfaction: A Reader-Centered Axis for Summarization Evaluation

WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning

A Four-Axis Trustworthiness Benchmark for LLM-as-Judge in Principle-Based Regulation

Seeing Red, Thinking Bad: Color Bias in Vision Language Models

CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?

K-EXAONE 2.0 Technical Report

GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning

Local and Global Regimes of Geometric Complexity in Language Model Representations

Wrong but Useful: Trajectory Value Beyond Answer Correctness in Multi-Agent Messages

Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression

Skaling: Chinchilla's Exponents Meet Kaplan's Coupling

VoiceChat-TTS: A Low-Latency Continuous Speech Synthesis Model for Interactive Agents

MameLoshnLM: Yiddish Language Model and Evaluation Benchmark

NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance Gap

Mitigating Gender Bias in English to Romanian Machine Translation

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA

On-Policy Delta Distillation for Multilingual Math Reasoning

Progressive Agent Skill Generation via Reinforcement Learning

From Passive Delegates to Strategic Negotiators: Reinforcing Social Reasoning in Small Language Models with SocialRL

How Much Do Legal RAG Systems Still Hallucinate?

MINT: A Universal Zero-Shot Predictor for Transaction Data

HERMES: a multi-agent framework for structured knowledge extraction from ultra-long documents in geoscience

IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering

On-Policy Delta Distillation

Weak-to-Strong Generalization via Direct On-Policy Distillation

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Attention Is All You Need

A Survey of Large Models in Sports

Repair, Not Improvement: Decomposing Constrained Decoding in Tool-Call Abstention

Regime-Conditional Verification: Correctness Estimation for Adapting and Monitoring Safety Classifiers

CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing

Think in Latent, Explain in Language: Self-Explainable Latent Reasoning

ASSERT: A Measurement Pipeline for GenAI Audits

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

Bootstrapping Niche Multilingual Code Translation via Reinforcement Learning with Execution-Based Verifiable Supervision

BCMT: Blockwise Causal Memory Transformer

S2Dialog: Multimodal Dialogue Retrieval with Semantic and Acoustic-Style Modeling

Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models

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

DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

Improved Large Language Diffusion Models

Sequence to Sequence Learning with Neural Networks

Unlimited OCR Works

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

RoFormer: Enhanced Transformer with Rotary Position Embedding

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

Are We Ready For An Agent-Native Memory System?

DanceOPD: On-Policy Generative Field Distillation

Self-Evolving Embodied Agents via Skill-Harness Evolution