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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2,641 to 2,700 of 11,245

SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling
Jiefeng Chen, Jie Ren, Xinyun Chen +4
cs.AIcs.CLarXiv:2501.19306v52025
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking
Hannah Rashkin, Asli Celikyilmaz, Yejin Choi +1
cs.CLarXiv:2004.14967v22020
EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision
Ziyuan Jin, Yuxuan Ge, Zheng Tian
cs.AIcs.CLarXiv:2609.02133v12026
Vision-Language Models for Edge Networks: A Comprehensive Survey
Ahmed Sharshar, Latif U. Khan, Waseem Ullah +1
cs.CVcs.AIcs.CLarXiv:2502.07855v22025
SelfDoc: Self-Supervised Document Representation Learning
Peizhao Li, Jiuxiang Gu, Jason Kuen +5
cs.CVcs.CLarXiv:2106.03331v12021
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
Bo Ni, Zheyuan Liu, Leyao Wang +17
cs.CLcs.AIarXiv:2502.06872v12025
Content-Based Citation Recommendation
Chandra Bhagavatula, Sergey Feldman, Russell Power +1
cs.CLcs.DLcs.IRarXiv:1802.08301v12018
Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens
Wei-Lin Chen, Liqian Peng, Tian Tan +5
cs.CLarXiv:2602.13517v22026
DIET: Lightweight Language Understanding for Dialogue Systems
Tanja Bunk, Daksh Varshneya, Vladimir Vlasov +1
cs.CLarXiv:2004.09936v32020
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs
Xin Zhang, Yanzhao Zhang, Wen Xie +7
cs.CLcs.IRarXiv:2412.16855v22024
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
Zhi-Yi Chin, Chieh-Ming Jiang, Ching-Chun Huang +2
cs.CLcs.CVarXiv:2309.06135v32023
Large language models for automated scholarly paper review: A survey
Zhenzhen Zhuang, Jiandong Chen, Hongfeng Xu +2
cs.AIcs.CLcs.DLarXiv:2501.10326v22025
The simulation of judgment in LLMs
Edoardo Loru, Jacopo Nudo, Niccolò Di Marco +6
cs.CLcs.AIcs.CYarXiv:2502.04426v32025
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks
Kun Xu, Lingfei Wu, Zhiguo Wang +3
cs.AIcs.CLcs.LGarXiv:1804.00823v42018
A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents
Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang +57
cs.CLcs.AIarXiv:2602.06052v42026
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding
Mingyu Jin, Kai Mei, Wujiang Xu +5
cs.CLarXiv:2502.01563v42025
Federated Learning Of Out-Of-Vocabulary Words
Mingqing Chen, Rajiv Mathews, Tom Ouyang +1
cs.CLarXiv:1903.10635v12019
Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series
Yuxiao Hu, Qian Li, Dongxiao Zhang +2
cs.LGcs.CLstat.AParXiv:2501.03747v32025
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
Kuicai Dong, Yujing Chang, Xin Deik Goh +3
cs.IRcs.AIcs.CLarXiv:2501.08828v32025
Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey
Shengyue Guan, Jindong Wang, Jiang Bian +3
cs.CLcs.AIarXiv:2503.22458v22025
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality
William Timkey, Marten van Schijndel
cs.CLcs.LGarXiv:2109.04404v12021
SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)
Liang-Chih Yu, Jonas Becker, Shamsuddeen Hassan Muhammad +14
cs.CLarXiv:2604.07066v12026
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev +1
cs.SDcs.CLcs.LGarXiv:1805.00579v12018
Efficient Inference for Large Reasoning Models: A Survey
Yue Liu, Jiaying Wu, Yufei He +11
cs.CLarXiv:2503.23077v32025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
Yancheng He, Shilong Li, Jiaheng Liu +8
cs.CLarXiv:2502.19361v32025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
Hao Peng, Yunjia Qi, Xiaozhi Wang +4
cs.CLcs.AIarXiv:2502.19328v12025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Yinhong Liu, Han Zhou, Zhijiang Guo +4
cs.CLcs.AIcs.LGarXiv:2403.16950v52024
When Models Edit Too Much: On the Fidelity of Minimal Code Edits
Tongyao Zhu, Wei Hern Lim, Min-Yen Kan
cs.SEcs.AIcs.CLarXiv:2609.04061v12026
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
Yi Peng, Peiyu Wang, Xiaokun Wang +12
cs.CVcs.CLarXiv:2504.05599v22025
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
Menglong Cui, Pengzhi Gao, Wei Liu +2
cs.CLarXiv:2502.02481v42025
Combining Recurrent and Convolutional Neural Networks for Relation Classification
Ngoc Thang Vu, Heike Adel, Pankaj Gupta +1
cs.CLarXiv:1605.07333v12016
GLM-OCR Technical Report
Shuaiqi Duan, Yadong Xue, Weihan Wang +20
cs.CLarXiv:2603.10910v22026
DEMix Layers: Disentangling Domains for Modular Language Modeling
Suchin Gururangan, Mike Lewis, Ari Holtzman +2
cs.CLcs.AIarXiv:2108.05036v22021
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
Zhanqiu Hu, Jian Meng, Yash Akhauri +4
cs.CLarXiv:2505.21467v22025
POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration
Yuxiao Qu, Amrith Setlur, Virginia Smith +2
cs.LGcs.AIcs.CLarXiv:2601.18779v12026
POLYGLOT-NER: Massive Multilingual Named Entity Recognition
Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi +1
cs.CLcs.LGarXiv:1410.3791v12014
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
Xinghao Chen, Anhao Zhao, Heming Xia +7
cs.CLarXiv:2505.16782v32025
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
Binfeng Xu, Zhiyuan Peng, Bowen Lei +3
cs.CLcs.AIarXiv:2305.18323v12023
Focused Transformer: Contrastive Training for Context Scaling
Szymon Tworkowski, Konrad Staniszewski, Mikołaj Pacek +3
cs.CLcs.AIcs.LGarXiv:2307.03170v22023
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
Maohao Shen, Guangtao Zeng, Zhenting Qi +7
cs.CLcs.AIarXiv:2502.02508v32025
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
Xingxuan Li, Ruochen Zhao, Yew Ken Chia +4
cs.CLarXiv:2305.13269v42023
Do Large Language Model Benchmarks Test Reliability?
Joshua Vendrow, Edward Vendrow, Sara Beery +1
cs.LGcs.CLarXiv:2502.03461v12025
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Katie Matton, Robert Osazuwa Ness, John Guttag +1
cs.CLcs.AIcs.LGarXiv:2504.14150v22025
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons
Margaret Li, Jason Weston, Stephen Roller
cs.CLarXiv:1909.03087v12019
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
Haoran Sun, Shaoning Zeng
cs.CLcs.AIarXiv:2507.22925v12025
Scalable Vision Language Model Training via High Quality Data Curation
Hongyuan Dong, Zijian Kang, Weijie Yin +3
cs.CVcs.CLarXiv:2501.05952v32025
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems
Richard Ren, Arunim Agarwal, Mantas Mazeika +13
cs.LGcs.AIcs.CLarXiv:2503.03750v32025
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users
Xinnong Zhang, Jiayu Lin, Xinyi Mou +18
cs.CLcs.CYarXiv:2504.10157v32025
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Costas Mavromatis, George Karypis
cs.CLcs.AIcs.LGarXiv:2405.20139v12024
The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis
Peiran Wang, Xinfeng Li, Chong Xiang +5
cs.CRcs.CLarXiv:2602.10453v12026
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury +4
cs.CLarXiv:2305.14536v22023
OPSDL: On-Policy Self-Distillation for Long-Context Language Models
Xinsen Zhang, Zhenkai Ding, Tianjun Pan +4
cs.CLcs.AIarXiv:2604.17535v12026
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen +2
cs.CLarXiv:1801.01331v22018
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
Pei Liu, Xin Liu, Ruoyu Yao +4
cs.CLcs.AIarXiv:2504.12330v12025
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
Jannik Brinkmann, Chris Wendler, Christian Bartelt +1
cs.CLarXiv:2501.06346v22025
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
Siddhant Arora, Zhiyun Lu, Chung-Cheng Chiu +2
cs.CLcs.SDeess.ASarXiv:2503.01174v12025
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
Ted Zadouri, Ahmet Üstün, Arash Ahmadian +3
cs.CLcs.LGarXiv:2309.05444v12023
In-depth Analysis of Graph-based RAG in a Unified Framework
Yingli Zhou, Yaodong Su, Youran Sun +8
cs.IRcs.CLcs.DBarXiv:2503.04338v22025
Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts
Yuan Zuo, Jichang Zhao, Ke Xu
cs.CLcs.IRarXiv:1412.5404v12014
Captioning Images with Diverse Objects
Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach +3
cs.CVcs.CLarXiv:1606.07770v32016

Computation and Language

SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking

EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision

Vision-Language Models for Edge Networks: A Comprehensive Survey

SelfDoc: Self-Supervised Document Representation Learning

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Content-Based Citation Recommendation

Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens

DIET: Lightweight Language Understanding for Dialogue Systems

GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts

Large language models for automated scholarly paper review: A survey

The simulation of judgment in LLMs

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents

Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding

Federated Learning Of Out-Of-Vocabulary Words

Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents

Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey

All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality

SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)

Convolutional-Recurrent Neural Networks for Speech Enhancement

Efficient Inference for Large Reasoning Models: A Survey

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators

When Models Edit Too Much: On the Fidelity of Minimal Code Edits

Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought

Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study

Combining Recurrent and Convolutional Neural Networks for Relation Classification

GLM-OCR Technical Report

DEMix Layers: Disentangling Domains for Modular Language Modeling

FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion

POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration

POLYGLOT-NER: Massive Multilingual Named Entity Recognition

Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Focused Transformer: Contrastive Training for Context Scaling

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

Do Large Language Model Benchmarks Test Reliability?

Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations

ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons

Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents

Scalable Vision Language Model Training via High Quality Data Curation

The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems

SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis

MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems

OPSDL: On-Policy Self-Distillation for Long-Context Language Models

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages

Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning

In-depth Analysis of Graph-based RAG in a Unified Framework

Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts

Captioning Images with Diverse Objects