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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2,941 to 3,000 of 11,403

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation
Mohammad Mahdi Abootorabi, Amirhosein Zobeiri, Mahdi Dehghani +5
cs.CLcs.AIcs.IRarXiv:2502.08826v32025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
Yujie Liu, Zonglin Yang, Tong Xie +7
cs.CLcs.AIcs.CEarXiv:2503.21248v32025
Disentangling Statistical Preemption from Entrenchment in Language Models' Avoidance of Overgeneralization
Yixuan Wang, Freda Shi, Kanishka Misra
cs.CLarXiv:2609.01794v12026
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
Yuhang Zang, Xiaoyi Dong, Pan Zhang +10
cs.CVcs.CLarXiv:2501.12368v22025
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
Tsung-Hsien Wen, Milica Gasic, Dongho Kim +4
cs.CLarXiv:1508.01755v12015
Aligning Cross-Lingual Entities with Multi-Aspect Information
Hsiu-Wei Yang, Yanyan Zou, Peng Shi +3
cs.CLarXiv:1910.06575v12019
AVERT: Audio-Verified Adjudication for Spoken Dialogue State Tracking
Chunggi Lee, Hanspeter Pfister
cs.CLarXiv:2609.01828v12026
Interpretable Symptom Vectors for Depression in a Large Language Model
Fangyi Zhu, Ajay Subramanian, Allison Constant +3
cs.CLcs.AIcs.LGarXiv:2609.01832v12026
Forgetting Transformer: Softmax Attention with a Forget Gate
Zhixuan Lin, Evgenii Nikishin, Xu Owen He +1
cs.LGcs.AIcs.CLarXiv:2503.02130v22025
The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections
Chaoran Chen, Zhiping Zhang, Bingcan Guo +8
cs.HCcs.CLcs.CRarXiv:2504.11281v12025
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Yizhi Li, Qingshui Gu, Zhoufutu Wen +14
cs.LGcs.CLarXiv:2508.17445v12025
SensorLM: Learning the Language of Wearable Sensors
Yuwei Zhang, Kumar Ayush, Siyuan Qiao +17
cs.LGcs.AIcs.CLarXiv:2506.09108v12025
RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability
Yichi Zhang, Zihao Zeng, Dongbai Li +3
cs.AIcs.CLarXiv:2504.10081v12025
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Niels Mündler, Jingxuan He, Slobodan Jenko +1
cs.CLcs.AIcs.LGarXiv:2305.15852v32023
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?
Wenzhe Li, Yong Lin, Mengzhou Xia +1
cs.CLcs.LGarXiv:2502.00674v12025
MemInsight: Autonomous Memory Augmentation for LLM Agents
Rana Salama, Jason Cai, Michelle Yuan +4
cs.CLarXiv:2503.21760v22025
When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models
Keyu Wang, Jin Li, Shu Yang +2
cs.CLarXiv:2508.02087v42025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
Jakub Macina, Nico Daheim, Ido Hakimi +3
cs.CLcs.AIcs.LGarXiv:2502.18940v22025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Chenrui Fan, Ming Li, Lichao Sun +1
cs.AIcs.CLcs.LGarXiv:2504.06514v22025
PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
Jinhe Bi, Aniri, Zengjie Jin +11
cs.CVcs.AIcs.CLarXiv:2502.12119v52025
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
Zihe Liu, Jiashun Liu, Yancheng He +13
cs.LGcs.CLarXiv:2508.08221v32025
AI4Research: A Survey of Artificial Intelligence for Scientific Research
Qiguang Chen, Mingda Yang, Libo Qin +13
cs.CLcs.AIarXiv:2507.01903v22025
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
Betty van Aken, Benjamin Winter, Alexander Löser +1
cs.CLcs.IRarXiv:1909.04925v12019
ACEBench: Who Wins the Match Point in Tool Usage?
Chen Chen, Xinlong Hao, Weiwen Liu +13
cs.CLarXiv:2501.12851v82025
SuperBPE: Space Travel for Language Models
Alisa Liu, Jonathan Hayase, Valentin Hofmann +3
cs.CLcs.LGarXiv:2503.13423v32025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
Shiji Zhao, Ranjie Duan, Fengxiang Wang +7
cs.CRcs.AIcs.CLarXiv:2501.04931v22025
Waypoint Models for Instruction-guided Navigation in Continuous Environments
Jacob Krantz, Aaron Gokaslan, Dhruv Batra +2
cs.CVcs.CLcs.ROarXiv:2110.02207v12021
Contamination Inflates Scores but Rarely Reorders Large Language Model Leaderboards
Xingyao Xiao, Yihong Cheng
cs.CLstat.APstat.MEarXiv:2609.02899v12026
Calibrated Language Models Must Hallucinate
Adam Tauman Kalai, Santosh S. Vempala
cs.CLcs.AIarXiv:2311.14648v32023
RePolicy: Reinforcement Learning for Safety-Policy Invocation in Agent Safeguards
Houcheng Jiang, Boxuan Zhang, Qiyong Zhong +3
cs.AIcs.CLarXiv:2608.24275v12026
How to Train a Critic Stably and Efficiently
Penghui Qi, Xiangxin Zhou, Wee Sun Lee
cs.LGcs.AIcs.CLarXiv:2608.23566v12026
The politics of postmortem privacy
Mauricio Figueroa
cs.CYcs.CLcs.SIarXiv:2608.16905v12026
CAST: Game Solvers as Turn-Level Teachers for LLM Agents
Yu Wang, Yi-Kai Zhang, Wentao Shi +8
cs.CLcs.AIarXiv:2607.25308v12026
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination
Subhadeep Pal, Shashwat Sourav, Tirthankar Ghosal +1
cs.AIcond-mat.mtrl-scics.CLarXiv:2607.00924v12026
Summaries:한국어
Visual Framing for News Stance Detection via Image Generation
Dahyun Lee, Jiyoung Han, Kunwoo Park
cs.CLcs.AIcs.CVarXiv:2609.00685v12026
Hints Help But Do They Teach? Evaluating Skills Transfer in Code Generation
Will Badr
cs.SEcs.AIcs.CLarXiv:2609.01106v12026
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
Xuehui Wang, Zhenyu Wu, JingJing Xie +25
cs.CVcs.CLarXiv:2507.19478v12025
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Zhiyong Wu, Zhenyu Wu, Fangzhi Xu +8
cs.CLcs.CVcs.HCarXiv:2410.23218v12024
Look Inward to Explore Outward: Learning Temperature Policy from LLM Internal States via Hierarchical RL
Yixiao Zhou, Yang Li, Dongzhou Cheng +2
cs.LGcs.AIcs.CLarXiv:2602.13035v12026
Seed-Coder: Let the Code Model Curate Data for Itself
ByteDance Seed, Yuyu Zhang, Jing Su +24
cs.CLcs.SEarXiv:2506.03524v22025
AI chatbots versus human healthcare professionals: a systematic review and meta-analysis of empathy in patient care
Alastair Howcroft, Amber Bennett-Weston, Ahmad Khan +3
cs.HCcs.AIcs.CLarXiv:2602.05628v12026
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
Junlong Li, Daya Guo, Dejian Yang +3
cs.CLcs.AIarXiv:2502.07316v42025
OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models
Han Zhu, Lingxuan Ye, Wei Kang +7
cs.CLeess.ASarXiv:2604.00688v32026
Understanding and Improving Information Transfer in Multi-Task Learning
Sen Wu, Hongyang R. Zhang, Christopher Ré
cs.LGcs.CLarXiv:2005.00944v12020
Large Language Model Routing with Benchmark Datasets
Tal Shnitzer, Anthony Ou, Mírian Silva +5
cs.CLcs.LGarXiv:2309.15789v12023
Latent On-Policy Self-Distillation
Guibin Zhang, Jiayang Lyu, Ran Sun +4
cs.LGcs.CLarXiv:2608.13040v12026
Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
Vaidehi Patil, Peter Hase, Mohit Bansal
cs.CLcs.AIcs.LGarXiv:2309.17410v12023
Covo-Audio Technical Report
Wenfu Wang, Chenxing Li, Liqiang Zhang +23
cs.SDcs.CLeess.ASarXiv:2602.09823v22026
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations
Yong Cao, Haijiang Liu, Arnav Arora +3
cs.CLarXiv:2502.07068v22025
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges
Andrew Brown, Muhammad Roman, Barry Devereux
cs.DLcs.AIcs.CLarXiv:2508.06401v32025
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Bo Peng, Daniel Goldstein, Quentin Anthony +27
cs.CLcs.AIarXiv:2404.05892v42024
Agent S: An Open Agentic Framework that Uses Computers Like a Human
Saaket Agashe, Jiuzhou Han, Shuyu Gan +3
cs.AIcs.CLcs.CVarXiv:2410.08164v12024
Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
Nitya Thakkar, Mert Yuksekgonul, Jake Silberg +6
cs.AIcs.CLcs.HCarXiv:2504.09737v12025
Command A: An Enterprise-Ready Large Language Model
Team Cohere, :, Aakanksha +227
cs.CLcs.AIcs.LGarXiv:2504.00698v22025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
Jongwoo Ko, Tianyi Chen, Sungnyun Kim +4
cs.CLcs.AIcs.LGarXiv:2503.07067v22025
Offensive Language and Hate Speech Detection for Danish
Gudbjartur Ingi Sigurbergsson, Leon Derczynski
cs.CLarXiv:1908.04531v22019
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings
Ondřej Dušek, Filip Jurčíček
cs.CLarXiv:1606.05491v12016
LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
Zihan Zheng, Zerui Cheng, Zeyu Shen +16
cs.SEcs.AIcs.CLarXiv:2506.11928v12025
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
Yifan Sun, Jingyan Shen, Yibin Wang +4
cs.LGcs.AIcs.CLarXiv:2506.05316v42025
Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation
Liyiming Ke, Xiujun Li, Yonatan Bisk +6
cs.CLcs.CVcs.LGarXiv:1903.02547v22019

Computation and Language

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Disentangling Statistical Preemption from Entrenchment in Language Models' Avoidance of Overgeneralization

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking

Aligning Cross-Lingual Entities with Multi-Aspect Information

AVERT: Audio-Verified Adjudication for Spoken Dialogue State Tracking

Interpretable Symptom Vectors for Depression in a Large Language Model

Forgetting Transformer: Softmax Attention with a Forget Gate

The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

SensorLM: Learning the Language of Wearable Sensors

RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability

Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

MemInsight: Autonomous Memory Augmentation for LLM Agents

When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models

MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

AI4Research: A Survey of Artificial Intelligence for Scientific Research

How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

ACEBench: Who Wins the Match Point in Tool Usage?

SuperBPE: Space Travel for Language Models

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Waypoint Models for Instruction-guided Navigation in Continuous Environments

Contamination Inflates Scores but Rarely Reorders Large Language Model Leaderboards

Calibrated Language Models Must Hallucinate

RePolicy: Reinforcement Learning for Safety-Policy Invocation in Agent Safeguards

How to Train a Critic Stably and Efficiently

The politics of postmortem privacy

CAST: Game Solvers as Turn-Level Teachers for LLM Agents

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Visual Framing for News Stance Detection via Image Generation

Hints Help But Do They Teach? Evaluating Skills Transfer in Code Generation

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Look Inward to Explore Outward: Learning Temperature Policy from LLM Internal States via Hierarchical RL

Seed-Coder: Let the Code Model Curate Data for Itself

AI chatbots versus human healthcare professionals: a systematic review and meta-analysis of empathy in patient care

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Understanding and Improving Information Transfer in Multi-Task Learning

Large Language Model Routing with Benchmark Datasets

Latent On-Policy Self-Distillation

Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks

Covo-Audio Technical Report

Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations

A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Agent S: An Open Agentic Framework that Uses Computers Like a Human

Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025

Command A: An Enterprise-Ready Large Language Model

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs

Offensive Language and Hate Speech Detection for Danish

Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings

LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?

Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay

Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation