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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9,301 to 9,360 of 11,411

Cross-Task Generalization via Natural Language Crowdsourcing Instructions
Swaroop Mishra, Daniel Khashabi, Chitta Baral +1
cs.CLcs.AIcs.CVarXiv:2104.08773v42021
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
Yu Chen, Runkai Chen, Sheng Yi +9
cs.CLcs.AIcs.IRarXiv:2603.23516v22026
Texygen: A Benchmarking Platform for Text Generation Models
Yaoming Zhu, Sidi Lu, Lei Zheng +4
cs.CLcs.IRcs.LGarXiv:1802.01886v12018
Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks
Ralf C. Staudemeyer, Eric Rothstein Morris
cs.NEcs.CLcs.LGarXiv:1909.09586v12019
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
Hongjin Qian, Zhao Cao, Zheng Liu
cs.AIcs.CLcs.IRarXiv:2601.08079v12026
Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas +8
cs.AIcs.CLcs.SEarXiv:2608.23552v12026
Toward Efficient Agents: Memory, Tool learning, and Planning
Xiaofang Yang, Lijun Li, Heng Zhou +12
cs.AIcs.CLarXiv:2601.14192v22026
Predicting the Type and Target of Offensive Posts in Social Media
Marcos Zampieri, Shervin Malmasi, Preslav Nakov +3
cs.CLarXiv:1902.09666v22019
Self-Improving World Modelling with Latent Actions
Yifu Qiu, Zheng Zhao, Waylon Li +4
cs.LGcs.AIcs.CLarXiv:2602.06130v22026
Adversarial Learning for Neural Dialogue Generation
Jiwei Li, Will Monroe, Tianlin Shi +3
cs.CLarXiv:1701.06547v52017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
Albert Gatt, Emiel Krahmer
cs.CLcs.AIcs.NEarXiv:1703.09902v42017
LLMs Encode Their Failures: Predicting Success from Pre-Generation Activations
William Lugoloobi, Thomas Foster, William Bankes +1
cs.CLcs.AIcs.LGarXiv:2602.09924v42026
SemEval-2017 Task 4: Sentiment Analysis in Twitter
Sara Rosenthal, Noura Farra, Preslav Nakov
cs.CLcs.IRcs.LGarXiv:1912.00741v12019
Crowdsourcing Multiple Choice Science Questions
Johannes Welbl, Nelson F. Liu, Matt Gardner
cs.HCcs.AIcs.CLarXiv:1707.06209v12017
Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR
Fanfan Liu, Youyang Yin, Peng Shi +3
cs.CLarXiv:2602.05261v12026
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Yann Dubois, Balázs Galambosi, Percy Liang +1
cs.LGcs.AIcs.CLarXiv:2404.04475v22024
Same Agent, Different Answers: A Repeat-Aware Audit of Corpus-Induced Answer Churn in Retrieval-Augmented QA
Jingjie Ning, Xueqi Li
cs.IRcs.CLarXiv:2608.22856v12026
Temporal Pattern Attention for Multivariate Time Series Forecasting
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee
cs.LGcs.CLstat.MLarXiv:1809.04206v32018
Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality
Nitay Calderon, Eyal Ben-David, Zorik Gekhman +2
cs.CLcs.AIarXiv:2602.14080v22026
Instruction Tuning for Large Language Models: A Survey
Shengyu Zhang, Linfeng Dong, Xiaoya Li +8
cs.CLcs.AIcs.LGarXiv:2308.10792v102023
UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory
Yongshi Ye, Hui Jiang, Feihu Jiang +7
cs.CLarXiv:2602.10652v12026
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
Changle Qu, Sunhao Dai, Hengyi Cai +3
cs.CLcs.AIarXiv:2601.10712v12026
Agentic-R: Learning to Retrieve for Agentic Search
Wenhan Liu, Xinyu Ma, Yutao Zhu +4
cs.IRcs.CLarXiv:2601.11888v12026
Explainability for Large Language Models: A Survey
Haiyan Zhao, Hanjie Chen, Fan Yang +6
cs.CLcs.AIcs.LGarXiv:2309.01029v32023
LMEB: Long-horizon Memory Embedding Benchmark
Xinping Zhao, Xinshuo Hu, Jiaxin Xu +9
cs.CLarXiv:2603.12572v62026
InCoder: A Generative Model for Code Infilling and Synthesis
Daniel Fried, Armen Aghajanyan, Jessy Lin +7
cs.SEcs.CLcs.LGarXiv:2204.05999v32022
X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests
Jie Wu, Haoling Li, Xin Zhang +7
cs.CLcs.LGarXiv:2601.06953v22026
Apodex 1.1: Scaling Agentic Intelligence for Complex Work
Apodex Team, B. An, B. Li +68
cs.AIcs.CLcs.LGarXiv:2608.23283v12026
Sentiment of Emojis
Petra Kralj Novak, Jasmina Smailović, Borut Sluban +1
cs.CLarXiv:1509.07761v22015
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data
Zixian Huang, Kaichen Yang, Xu Huang +6
cs.CLarXiv:2604.14164v22026
Reasoning Models Generate Societies of Thought
Junsol Kim, Shiyang Lai, Nino Scherrer +2
cs.CLcs.CYcs.LGarXiv:2601.10825v12026
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
Yuxuan Wang, Daisy Stanton, Yu Zhang +7
cs.CLcs.LGcs.SDarXiv:1803.09017v12018
Long Range Arena: A Benchmark for Efficient Transformers
Yi Tay, Mostafa Dehghani, Samira Abnar +7
cs.LGcs.AIcs.CLarXiv:2011.04006v12020
Transfer Learning for Low-Resource Neural Machine Translation
Barret Zoph, Deniz Yuret, Jonathan May +1
cs.CLarXiv:1604.02201v12016
Revisiting Text Ranking in Deep Research
Chuan Meng, Litu Ou, Sean MacAvaney +1
cs.IRcs.AIcs.CLarXiv:2602.21456v22026
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
Shuo Ren, Daya Guo, Shuai Lu +7
cs.SEcs.CLarXiv:2009.10297v22020
LoopRPT: Reinforcement Pre-Training for Looped Language Models
Guo Tang, Shixin Jiang, Heng Chang +6
cs.CLarXiv:2603.19714v12026
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces
Alice Coucke, Alaa Saade, Adrien Ball +9
cs.CLcs.NEarXiv:1805.10190v32018
Non-Autoregressive Neural Machine Translation
Jiatao Gu, James Bradbury, Caiming Xiong +2
cs.CLcs.LGarXiv:1711.02281v22017
Multimodal Chain-of-Thought Reasoning in Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li +3
cs.CLcs.AIcs.CVarXiv:2302.00923v52023
ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
Jovana Kondic, Pengyuan Li, Dhiraj Joshi +24
cs.CVcs.AIcs.CLarXiv:2603.27064v22026
A C-LSTM Neural Network for Text Classification
Chunting Zhou, Chonglin Sun, Zhiyuan Liu +1
cs.CLarXiv:1511.08630v22015
Lie to Me: How Faithful Is Chain-of-Thought Reasoning in Reasoning Models?
Richard J. Young
cs.CLcs.AIarXiv:2603.22582v12026
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
Binghai Wang, Yantao Liu, Yuxuan Liu +13
cs.CLarXiv:2602.04649v12026
Grammar as a Foreign Language
Oriol Vinyals, Lukasz Kaiser, Terry Koo +3
cs.CLcs.LGstat.MLarXiv:1412.7449v32014
K-BERT: Enabling Language Representation with Knowledge Graph
Weijie Liu, Peng Zhou, Zhe Zhao +4
cs.CLcs.LGarXiv:1909.07606v12019
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
Wei Zhou, Jun Zhou, Haoyu Wang +16
cs.DBcs.AIcs.CLarXiv:2601.17058v12026
From Directions to Regions: Decomposing Activations in Language Models via Local Geometry
Or Shafran, Shaked Ronen, Omri Fahn +3
cs.CLarXiv:2602.02464v12026
LatentMem: Customizing Latent Memory for Multi-Agent Systems
Muxin Fu, Xiangyuan Xue, Yafu Li +5
cs.CLcs.LGcs.MAarXiv:2602.03036v22026
ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning
Huanxuan Liao, Zhongtao Jiang, Yupu Hao +6
cs.CVcs.AIcs.CLarXiv:2603.28610v22026
Learned in Translation: Contextualized Word Vectors
Bryan McCann, James Bradbury, Caiming Xiong +1
cs.CLcs.AIcs.LGarXiv:1708.00107v22017
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari +10
cs.CLcs.AIcs.IRarXiv:2310.03714v12023
Meta-Reinforcement Learning with Self-Reflection for Agentic Search
Teng Xiao, Yige Yuan, Hamish Ivison +6
cs.LGcs.CLarXiv:2603.11327v22026
CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges
Zi-Han Wang, Lam Nguyen, Zhengyang Zhao +4
cs.AIcs.CLarXiv:2603.11863v22026
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?
Alon Jacovi, Yoav Goldberg
cs.CLcs.LGarXiv:2004.03685v32020
Controlled Self-Evolution for Algorithmic Code Optimization
Tu Hu, Ronghao Chen, Shuo Zhang +9
cs.CLcs.AIcs.NEarXiv:2601.07348v52026
When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents
Yuting Ning, Jaylen Jones, Zhehao Zhang +5
cs.CLarXiv:2602.08995v22026
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Chameleon Team
cs.CLarXiv:2405.09818v22024
Towards Reasoning in Large Language Models: A Survey
Jie Huang, Kevin Chen-Chuan Chang
cs.CLcs.AIarXiv:2212.10403v22022
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
Qihua Dong, Kuo Yang, Lin Ju +6
cs.CVcs.AIcs.CLarXiv:2602.23898v12026

Computation and Language

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Texygen: A Benchmarking Platform for Text Generation Models

Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks

MemoBrain: Executive Memory as an Agentic Brain for Reasoning

Prime Agent: A Self-Improving RLM Harness

Toward Efficient Agents: Memory, Tool learning, and Planning

Predicting the Type and Target of Offensive Posts in Social Media

Self-Improving World Modelling with Latent Actions

Adversarial Learning for Neural Dialogue Generation

Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

LLMs Encode Their Failures: Predicting Success from Pre-Generation Activations

SemEval-2017 Task 4: Sentiment Analysis in Twitter

Crowdsourcing Multiple Choice Science Questions

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

Same Agent, Different Answers: A Repeat-Aware Audit of Corpus-Induced Answer Churn in Retrieval-Augmented QA

Temporal Pattern Attention for Multivariate Time Series Forecasting

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality

Instruction Tuning for Large Language Models: A Survey

UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Agentic-R: Learning to Retrieve for Agentic Search

Explainability for Large Language Models: A Survey

LMEB: Long-horizon Memory Embedding Benchmark

InCoder: A Generative Model for Code Infilling and Synthesis

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Sentiment of Emojis

How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data

Reasoning Models Generate Societies of Thought

Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis

Long Range Arena: A Benchmark for Efficient Transformers

Transfer Learning for Low-Resource Neural Machine Translation

Revisiting Text Ranking in Deep Research

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

LoopRPT: Reinforcement Pre-Training for Looped Language Models

Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Non-Autoregressive Neural Machine Translation

Multimodal Chain-of-Thought Reasoning in Language Models

ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding

A C-LSTM Neural Network for Text Classification

Lie to Me: How Faithful Is Chain-of-Thought Reasoning in Reasoning Models?

Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models

Grammar as a Foreign Language

K-BERT: Enabling Language Representation with Knowledge Graph

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

From Directions to Regions: Decomposing Activations in Language Models via Local Geometry

LatentMem: Customizing Latent Memory for Multi-Agent Systems

ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning

Learned in Translation: Contextualized Word Vectors

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Meta-Reinforcement Learning with Self-Reflection for Agentic Search

CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges

Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?

Controlled Self-Evolution for Algorithmic Code Optimization

When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Towards Reasoning in Large Language Models: A Survey

Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks