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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16,741 to 16,800 of 19,086

Don't Overthink, Don't Underthink: Toward Adaptive Reasoning in Agentic AI
Md Jueal Mia, M. Hadi Amini
cs.AIcs.CLarXiv:2608.26442v12026
Large Language Models as Implicit Sociological Models: Reconstructing Voting Behaviour from Sociodemographic Profiles
Roman Neruda, Martin Bakoš, Josef Šlerka +3
cs.CYcs.CLcs.LGarXiv:2608.15871v12026
From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization
Ying Chang, Jiahang Xu, Xuan Feng +3
cs.CLarXiv:2607.07702v12026
Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores
Eichi Uehara
cs.CLcs.LGcs.SDarXiv:2608.26137v12026
SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes
Tianhui Liu, Jie Feng, Zhiheng Zheng +6
cs.CVcs.AIcs.CLarXiv:2605.31148v12026
PolyDebate: A Game-Orchestrated Multimodal System for Debate Skills Practice and Evaluation
Jianing Yin, Weng Pan Kuan, Xiaoyun Liu +4
cs.HCcs.CLarXiv:2608.16276v12026
Multilingual Verifier Bias in RLVR: Benchmark, Rollout Diagnosis, and the Cross-Lingual Selection Bottleneck
Chenyu Zhou, Qiliang Jiang, Xu Zhou
cs.CLcs.LGarXiv:2608.20362v12026
Building and Evaluating a Synthetic Bengali Speech Resource for Telecom Customer Care
Kawshik Kumar Paul, Md. Nafiul Alam Fuji
cs.CLcs.SDeess.ASarXiv:2608.20346v12026
RamseyGadgets: A Graph Construction Dataset for LLMs
Zohair Raza Hassan, Deepak Pandita
cs.CLcs.AIarXiv:2608.14999v12026
Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a Complete Oracle
Juan S. Santillana
cs.CLarXiv:2606.09376v22026
BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling
Gianluca Barmina, Annemette Broch Pirchert, Andrea Blasi Núñez +2
cs.LGcs.CLarXiv:2606.09707v12026
Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis
Bogdan Zagribelnyy, Ivan Ilin, Nikita Bondarev +5
cs.LGcs.AIcs.CEarXiv:2608.18940v12026
When Failures Propagate: Causal Failure Attribution in Agentic Retrieval-Augmented Generation
Lauren Pothuru
cs.CLcs.AIarXiv:2608.20627v12026
Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill
Tao Chen, Gangwei Jiang, Pengyu Cheng +10
cs.LGcs.CLarXiv:2606.03980v12026
Short Horizons and Sparse Concepts: a Mathematical View of the Readout in the J-lens
Shi-Qi Yan, Kai-Xuan Ding, Chao-Hong Tan +4
cs.CLarXiv:2608.25347v12026
Trilingual Topic Modeling of Sri Lankan Parliamentary Debates
Himath Dhanapala, Haren Daishika, Himandhi Kuruppu +6
cs.CLcs.AIarXiv:2608.20365v12026
Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality
Qipeng Xie, Zi Liang, Jiafei Wu +6
cs.CLcs.AIarXiv:2608.20349v12026
Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization
Alexey Gavrilov, Alan-Barsag Gazzaev, Sergey Muravyov
cs.CLcs.LGarXiv:2607.24176v12026
Interpretable Humans, Alien LLMs: Expert Analysis of Latent Structures in Assessment Responses
Alona Strugatski, Licol Zeinfeld, Jason Cooper +3
cs.CLcs.AIcs.HCarXiv:2608.17810v12026
Where Does Retrieval Fail? Evaluating RAG Architectures for Agricultural Advisory
Khan Raiyan Ibne Reza, Sanjana Aktar Maria, Sumaiya Tabassum Nimi
cs.CLarXiv:2608.14886v12026
AI Tour Meeting: Group Travel Planning by LLM Agents
Daisuke Kikuta
cs.AIcs.CLcs.MAarXiv:2607.18806v12026
Inference-Time Mitigation of Adversarial Political Bias in Large Language Models
Tejaswi V. Panchagnula, Bruce Coburn, Bryce J. Dietrich +3
cs.CLcs.AIarXiv:2608.14629v12026
Readable, Faithful, Used: Three Dissociable Properties of Demographic Identity in a Language Model
Fathin Difa Robbani
cs.CLarXiv:2608.18768v12026
Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning
Xiaoyue Xu, Sikui Zhang, Xiaorong Wang +2
cs.CLcs.AIarXiv:2606.18831v12026
ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering
Akrin Zheng, Alexander Wu, Alaia Liu
cs.IRcs.AIcs.CLarXiv:2608.10679v22026
Institutional Prestige as Geographic Bias in Large Language Models: Evidence from Three Factorial Experiments with Bootstrap Confidence Intervals
Maikel Leyva-Vazquez, Florentin Smarandache
cs.CLcs.AIarXiv:2608.18107v12026
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization
Varun Ursekar, Apaar Shanker, Yash Maurya +4
cs.AIcs.CLcs.LGarXiv:2608.06301v12026
Reducing Political Manipulation with Consistency Training
Long Phan, Devin Kim, Alexander Pan +3
cs.CLcs.AIarXiv:2605.22771v22026
BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian Languages
Aashish Dhawan, Christopher Driggers-Ellis, Dzmitry Kasinets +2
cs.CLarXiv:2608.13722v12026
Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation
Hanxu Hu, Zdeněk Šnajdr, Pinzhen Chen +2
cs.CLarXiv:2606.06428v12026
SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback
Yuxin Du, Juxin Niu, Tao Hu +3
cs.ARcs.CLarXiv:2608.16934v12026
GPT-Red: Automated Red Teaming via Self-Play at Scale
Eric Wallace, Christopher A. Choquette-Choo, Nikhil Kandpal +15
cs.CRcs.AIcs.CLarXiv:2607.26115v12026
INSPIRE: A Benchmark for Instruction-Aware Speech Retrieval
Chen-An Li, Hung-yi Lee
cs.SDcs.CLeess.ASarXiv:2608.16203v12026
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
Iterative Self-Learning for Expressive Text-to-Speech Synthesis
Nicholas Sanders, Gustav Eje Henter, Simon King +1
eess.AScs.CLcs.SDarXiv:2608.15910v12026
Large language model-assisted discovery of cohorts from scientific literature
Moritz Sturm, Lisa M. Berg, Inken Berg +6
cs.IRcs.CLarXiv:2608.15909v12026
Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models
Nischay Dhankhar, Dos Baha, Abulhair Saparov
cs.CLcs.LGarXiv:2607.19604v12026
NARRATE: A Multimodal Real-World Australian Driving Dataset for Human-Centred Explanations in Automated Driving
Ashkan Yousefi Zadeh, Zishuo Zhu, Xiaomeng Li +5
cs.CVcs.AIcs.CLarXiv:2608.14767v12026
Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews
Gilberto Sussumu Hida, Danilo Monteiro Ribeiro, Clayton Suguio Hida
cs.CLcs.AIarXiv:2608.14737v12026
R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL
Hojae Han, Yeonseok Jeong, Seung-won Hwang +2
cs.SEcs.AIcs.CLarXiv:2604.25325v12026
Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks
Azmeer Akhtar, Md Fazley Rafy, Anurag K. Srivastava
cs.AIcs.CLeess.SYarXiv:2608.15396v12026
Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking
Yepeng Huang, Jiawen Zhang, Michelle Dai +4
cs.AIcs.CLcs.LGarXiv:2608.14808v12026
Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents
Maryia Zhyrko, Lifeng Han, Suzan Verberne
cs.CLarXiv:2608.15270v12026
RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules
Ádám Kovács, Nadia Verdha, Gábor Recski
cs.CLarXiv:2607.01293v12026
SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming
John Woods, Hasti Seifi
cs.ROcs.CLcs.LGarXiv:2608.14944v12026
OpenForgeRL: Train Harness-native Agents in Any Environment
Xiao Yu, Baolin Peng, Ruize Xu +7
cs.AIcs.CLarXiv:2607.21557v32026
Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data
Thanathai Lertpetchpun, Thanapat Trachu, Jihwan Lee +3
cs.CLarXiv:2603.07534v12026
NITP: Next Implicit Token Prediction for LLM Pre-training
Xiangdong Zhang, Debing Zhang, Shaofeng Zhang +3
cs.CLarXiv:2605.24956v32026
LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents
Omar El Bachyr, Fred Philippy, Laura Maria Bernardy +3
cs.CLarXiv:2608.21714v12026
SkillNet: Create, Evaluate, and Connect AI Skills
Yuan Liang, Ruobin Zhong, Haoming Xu +47
cs.AIcs.CLcs.CVarXiv:2603.04448v22026
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs
Haiquan Lu, Zigeng Chen, Gongfan Fang +2
cs.CLarXiv:2605.20315v12026
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
GigaAM Multilingual: Foundation Model for Underrepresented Languages
Andrei Kuzmenko, Alexandr Maximenko, Aleksandr Kutsakov +5
eess.AScs.CLarXiv:2607.10371v12026
Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency
Anis Radianis
cs.AIcs.CLcs.LGarXiv:2605.19008v12026
Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models
Dehai Min, Giovanni Vaccarino, Huiyi Chen +3
cs.CLarXiv:2605.17672v12026
Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains
Ayoub Kirouane, Christos Petrocheilos
eess.AScs.AIcs.CLarXiv:2608.05138v12026
Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning
Xinyan Guan, Jiali Zeng, Chunlei Xin +5
cs.CLarXiv:2607.29211v12026
From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
Qiliang Liang, Hansi Wang, Zhong Liang +1
cs.CLcs.AIarXiv:2604.24026v42026
The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
Tianyi Men, Zhuoran Jin, Kang Liu +1
cs.CLcs.AIcs.LGarXiv:2607.24720v12026
Latent Preference Modeling for Cross-Session Personalized Tool Calling
Yejin Yoon, Minseo Kim, Taeuk Kim
cs.CLcs.AIarXiv:2604.17886v12026

Computation and Language

Don't Overthink, Don't Underthink: Toward Adaptive Reasoning in Agentic AI

Large Language Models as Implicit Sociological Models: Reconstructing Voting Behaviour from Sociodemographic Profiles

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization

Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores

SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes

PolyDebate: A Game-Orchestrated Multimodal System for Debate Skills Practice and Evaluation

Multilingual Verifier Bias in RLVR: Benchmark, Rollout Diagnosis, and the Cross-Lingual Selection Bottleneck

Building and Evaluating a Synthetic Bengali Speech Resource for Telecom Customer Care

RamseyGadgets: A Graph Construction Dataset for LLMs

Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a Complete Oracle

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis

When Failures Propagate: Causal Failure Attribution in Agentic Retrieval-Augmented Generation

Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill

Short Horizons and Sparse Concepts: a Mathematical View of the Readout in the J-lens

Trilingual Topic Modeling of Sri Lankan Parliamentary Debates

Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality

Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization

Interpretable Humans, Alien LLMs: Expert Analysis of Latent Structures in Assessment Responses

Where Does Retrieval Fail? Evaluating RAG Architectures for Agricultural Advisory

AI Tour Meeting: Group Travel Planning by LLM Agents

Inference-Time Mitigation of Adversarial Political Bias in Large Language Models

Readable, Faithful, Used: Three Dissociable Properties of Demographic Identity in a Language Model

Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning

ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering

Institutional Prestige as Geographic Bias in Large Language Models: Evidence from Three Factorial Experiments with Bootstrap Confidence Intervals

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

Reducing Political Manipulation with Consistency Training

BM25-Augmented Many-Shot Translation for Low-Resource North-Eastern Indian Languages

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback

GPT-Red: Automated Red Teaming via Self-Play at Scale

INSPIRE: A Benchmark for Instruction-Aware Speech Retrieval

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

Iterative Self-Learning for Expressive Text-to-Speech Synthesis

Large language model-assisted discovery of cohorts from scientific literature

Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models

NARRATE: A Multimodal Real-World Australian Driving Dataset for Human-Centred Explanations in Automated Driving

Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews

R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL

Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks

Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking

Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents

RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming

OpenForgeRL: Train Harness-native Agents in Any Environment

Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data

NITP: Next Implicit Token Prediction for LLM Pre-training

LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents

SkillNet: Create, Evaluate, and Connect AI Skills

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

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

GigaAM Multilingual: Foundation Model for Underrepresented Languages

Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains

Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Latent Preference Modeling for Cross-Session Personalized Tool Calling