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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11,941 to 12,000 of 19,445

RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents
Aziz Ben Amor, Drish Mali, Mann Acharya +2
cs.CLcs.AIarXiv:2609.04898v12026
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Shubham Toshniwal, Ivan Moshkov, Sean Narenthiran +3
cs.CLcs.AIcs.LGarXiv:2402.10176v22024
Offset Unlearning for Large Language Models
James Y. Huang, Wenxuan Zhou, Fei Wang +4
cs.CLcs.AIcs.LGarXiv:2404.11045v22024
LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis
Shihao Xu, Tiancheng Zhou, Jiatong Ma +8
cs.AIcs.CLarXiv:2602.09379v32026
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
Raphael Schumann, Wanrong Zhu, Weixi Feng +3
cs.AIcs.CLcs.CVarXiv:2307.06082v22023
SeMoCo: A Semantic-First Motion Codec for Motion Language Modeling
Tianlv Huang, Hetian Guo, Ziyi Cai +6
cs.CVcs.CLcs.GRarXiv:2608.24334v12026
MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety
Xiaoyu Wen, Zhida He, Han Qi +7
cs.AIcs.CLcs.LGarXiv:2602.01539v22026
BERT Loses Patience: Fast and Robust Inference with Early Exit
Wangchunshu Zhou, Canwen Xu, Tao Ge +3
cs.CLcs.LGarXiv:2006.04152v32020
Draft-OPD: On-Policy Distillation for Speculative Draft Models
Haodi Lei, Yafu Li, Haoran Zhang +8
cs.CLarXiv:2605.29343v22026
Does Writing with Language Models Reduce Content Diversity?
Vishakh Padmakumar, He He
cs.CLcs.CYcs.HCarXiv:2309.05196v32023
Mind the Execution Gap: Action-Semantic Mismatch in World-Model Control
Shengtao Wen, Xiang Chen, Yu Tian +3
cs.AIcs.CLcs.IRarXiv:2610.06582v12026
NeuroActiSep: Detecting Factual Hallucinations from Feed-Forward Neurons in a Single Pass
Ali Derogar Odolou, Reza Nazari, Mostafa Salehi
cs.CLcs.AIcs.LGarXiv:2609.14448v12026
SAPD: Step-Aligned Privileged Distillation
Tianle Wang, Jiayu Liu, Ruizhi Zhao +1
cs.CLarXiv:2610.09665v12026
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL
Hasan Alp Caferoğlu, Özgür Ulusoy
cs.CLarXiv:2409.16751v22024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation
Patrice Béchard, Orlando Marquez Ayala
cs.LGcs.AIcs.CLarXiv:2404.08189v12024
Depthwise Separable Convolutions for Neural Machine Translation
Lukasz Kaiser, Aidan N. Gomez, Francois Chollet
cs.CLcs.LGarXiv:1706.03059v22017
Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection
Lev Konstantinovskiy, Oliver Price, Mevan Babakar +1
cs.CLarXiv:1809.08193v22018
Jingfang: An LLM-Based Multi-Agent System for Precise Medical Consultation and Syndrome Differentiation in Traditional Chinese Medicine
Yehan Yang, Tianhao Ma, Ruotai Li +2
cs.CLcs.AIcs.LGarXiv:2502.04345v32025
Keyword Transformer: A Self-Attention Model for Keyword Spotting
Axel Berg, Mark O'Connor, Miguel Tairum Cruz
eess.AScs.CLcs.LGarXiv:2104.00769v32021
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
Zeyu Huang, Tianhao Cheng, Zihan Qiu +4
cs.LGcs.AIcs.CLarXiv:2507.01679v32025
Towards Crafting Text Adversarial Samples
Suranjana Samanta, Sameep Mehta
cs.LGcs.AIcs.CLarXiv:1707.02812v12017
Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow
Haocheng Xi, Charlie Ruan, Peiyuan Liao +7
cs.LGcs.CLarXiv:2601.14243v22026
kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation
Rohan Siva, Kai Cheung, Lichi Li +1
cs.SEcs.AIcs.CLarXiv:2603.20311v12026
Inferring and Executing Programs for Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten +4
cs.CVcs.CLcs.LGarXiv:1705.03633v12017
Critique of World Model
Eric Xing, Mingkai Deng, Jinyu Hou
cs.LGcs.AIcs.CLarXiv:2507.05169v52025
Anchoring Speech with Semantics: A Multimodal Adapter Mechanism for Automatic Speech Recognition in Low-Resource Languages
Kuan-Tang Huang, Cheng-Yeh Yang, Chien-Chun Wang +3
cs.CLcs.SDeess.ASarXiv:2608.29239v12026
From local kernels to global form: modeling the emergence of musical content
Francesco Vitucci, Michele Lorusso, Francesco Scagliola
cs.CLarXiv:2608.24660v12026
BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
Sangyeon Yoon, Sunkyoung Kim, Hyesoo Hong +5
cs.AIcs.CLarXiv:2603.16557v12026
Player-Driven Emergence in LLM-Driven Game Narrative
Xiangyu Peng, Jessica Quaye, Sudha Rao +10
cs.CLcs.AIarXiv:2404.17027v32024
Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies
Artem Bisliouk, Elizaveta Nosova, Heiko Paulheim +2
cs.CLcs.IRarXiv:2608.23214v12026
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator
Zhihao Fan, Jialong Tang, Wei Chen +5
cs.CLarXiv:2402.09742v42024
Latent Diffusion for Language Generation
Justin Lovelace, Varsha Kishore, Chao Wan +2
cs.CLcs.LGarXiv:2212.09462v22022
DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning
Yanyu Qian, Yue Tan, Yixin Liu +2
cs.CLarXiv:2603.16459v22026
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Yiping Wang, Qing Yang, Zhiyuan Zeng +11
cs.LGcs.AIcs.CLarXiv:2504.20571v32025
Balancing Understanding and Generation in Discrete Diffusion Models
Yue Liu, Yuzhong Zhao, Zheyong Xie +5
cs.CLarXiv:2602.01362v12026
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents
Jiawei Wang, Jiacai Liu, Yuqian Fu +7
cs.LGcs.CLarXiv:2509.09265v12025
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar +3
cs.CLarXiv:2005.00388v12020
StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue
Yuxiong Wang, Ziwei Lin, Bo Wang +2
cs.CLcs.AIarXiv:2608.29326v12026
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Hao Sun, Zile Qiao, Jiayan Guo +7
cs.CLarXiv:2505.04588v32025
Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm
Jinrui Zhang, Chaodong Xiao, Aoqi Wu +2
cs.CLarXiv:2602.11543v32026
Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
Yi Liu, Weizhe Wang, Ruitao Feng +5
cs.CRcs.AIcs.CLarXiv:2601.10338v12026
PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding
Panagiotis Koromilas, Andreas D. Demou, James Oldfield +2
cs.LGcs.CLarXiv:2602.01322v22026
Dialogue Natural Language Inference
Sean Welleck, Jason Weston, Arthur Szlam +1
cs.CLcs.AIarXiv:1811.00671v22018
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control
Mo Yu, Shiyu Chang, Yang Zhang +1
cs.CLcs.LGarXiv:1910.13294v22019
Benchmarking Prompt Sensitivity in Large Language Models
Amirhossein Razavi, Mina Soltangheis, Negar Arabzadeh +3
cs.CLcs.AIcs.IRarXiv:2502.06065v12025
The semantic mapping of words and co-words in contexts
Loet Leydesdorff, Kasper Welbers
cs.CLstat.AParXiv:1011.5209v22010
ChatDev: Communicative Agents for Software Development
Chen Qian, Wei Liu, Hongzhang Liu +11
cs.SEcs.CLcs.MAarXiv:2307.07924v52023
Language Model Cascades: Token-level uncertainty and beyond
Neha Gupta, Harikrishna Narasimhan, Wittawat Jitkrittum +3
cs.CLcs.AIcs.LGarXiv:2404.10136v12024
Residual Stream Duality in Modern Transformer Architectures
Yifan Zhang
cs.LGcs.AIcs.CLarXiv:2603.16039v22026
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition
Wonjin Yoon, Chan Ho So, Jinhyuk Lee +1
cs.CLcs.LGarXiv:1809.07950v22018
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Zihan Wang, Kangrui Wang, Qineng Wang +15
cs.LGcs.AIcs.CLarXiv:2504.20073v22025
Strategic Reasoning with Language Models
Kanishk Gandhi, Dorsa Sadigh, Noah D. Goodman
cs.AIcs.CLcs.GTarXiv:2305.19165v12023
Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning
Sanket Badhe, Deep Shah
cs.CLcs.IRarXiv:2602.21103v22026
AdapterFusion: Non-Destructive Task Composition for Transfer Learning
Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé +2
cs.CLarXiv:2005.00247v32020
Artifact-centered Claim-aware Observability for Autonomous Scientific Agents
Xiangyu Yin, Ming Du, Michael H. Prince +1
cs.CLcs.CYcs.HCarXiv:2608.18312v12026
Foundational Challenges in Assuring Alignment and Safety of Large Language Models
Usman Anwar, Abulhair Saparov, Javier Rando +39
cs.LGcs.AIcs.CLarXiv:2404.09932v22024
Risk Is Not Review Value: Wrong-Answer Exposure Under Bounded Review Budgets
SangJin Park, Myungsub Choi, Jineok Kim +1
cs.AIcs.CLarXiv:2609.07095v12026
The Evolution of Sentiment Analysis - A Review of Research Topics, Venues, and Top Cited Papers
Mika Viking Mäntylä, Daniel Graziotin, Miikka Kuutila
cs.CLcs.DLcs.SIarXiv:1612.01556v42016
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Xin Lai, Junyi Li, Wei Li +3
cs.CVcs.AIcs.CLarXiv:2509.07969v12025
DoRA: Weight-Decomposed Low-Rank Adaptation
Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin +4
cs.CLcs.CVarXiv:2402.09353v62024

Computation and Language

RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

Offset Unlearning for Large Language Models

LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis

VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View

SeMoCo: A Semantic-First Motion Codec for Motion Language Modeling

MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety

BERT Loses Patience: Fast and Robust Inference with Early Exit

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

Does Writing with Language Models Reduce Content Diversity?

Mind the Execution Gap: Action-Semantic Mismatch in World-Model Control

NeuroActiSep: Detecting Factual Hallucinations from Feed-Forward Neurons in a Single Pass

SAPD: Step-Aligned Privileged Distillation

E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL

Reducing hallucination in structured outputs via Retrieval-Augmented Generation

Depthwise Separable Convolutions for Neural Machine Translation

Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection

Jingfang: An LLM-Based Multi-Agent System for Precise Medical Consultation and Syndrome Differentiation in Traditional Chinese Medicine

Keyword Transformer: A Self-Attention Model for Keyword Spotting

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling

Towards Crafting Text Adversarial Samples

Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow

kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation

Inferring and Executing Programs for Visual Reasoning

Critique of World Model

Anchoring Speech with Semantics: A Multimodal Adapter Mechanism for Automatic Speech Recognition in Low-Resource Languages

From local kernels to global form: modeling the emergence of musical content

BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs

Player-Driven Emergence in LLM-Driven Game Narrative

Aligning Biomedical Texts and Knowledge Graphs: A Systematic Comparison of Lightweight Alignment Strategies

AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Latent Diffusion for Language Generation

DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Balancing Understanding and Generation in Discrete Diffusion Models

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter

StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm

Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale

PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding

Dialogue Natural Language Inference

Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control

Benchmarking Prompt Sensitivity in Large Language Models

The semantic mapping of words and co-words in contexts

ChatDev: Communicative Agents for Software Development

Language Model Cascades: Token-level uncertainty and beyond

Residual Stream Duality in Modern Transformer Architectures

CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Strategic Reasoning with Language Models

Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning

AdapterFusion: Non-Destructive Task Composition for Transfer Learning

Artifact-centered Claim-aware Observability for Autonomous Scientific Agents

Foundational Challenges in Assuring Alignment and Safety of Large Language Models

Risk Is Not Review Value: Wrong-Answer Exposure Under Bounded Review Budgets

The Evolution of Sentiment Analysis - A Review of Research Topics, Venues, and Top Cited Papers

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

DoRA: Weight-Decomposed Low-Rank Adaptation