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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9,421 to 9,480 of 11,349

WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Ziyang Luo, Can Xu, Pu Zhao +7
cs.CLcs.AIarXiv:2306.08568v22023
PaLI: A Jointly-Scaled Multilingual Language-Image Model
Xi Chen, Xiao Wang, Soravit Changpinyo +26
cs.CVcs.CLarXiv:2209.06794v42022
Evaluating the Factual Consistency of Abstractive Text Summarization
Wojciech Kryściński, Bryan McCann, Caiming Xiong +1
cs.CLarXiv:1910.12840v12019
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning
Yubo Wang, Juntian Zhang, Yichen Wu +3
cs.CLcs.CVarXiv:2601.06803v22026
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems
Wang Ling, Dani Yogatama, Chris Dyer +1
cs.AIcs.CLcs.LGarXiv:1705.04146v32017
Automatic Chain of Thought Prompting in Large Language Models
Zhuosheng Zhang, Aston Zhang, Mu Li +1
cs.CLcs.AIarXiv:2210.03493v12022
$V_1$: Unifying Generation and Self-Verification for Parallel Reasoners
Harman Singh, Xiuyu Li, Kusha Sareen +14
cs.CLarXiv:2603.04304v12026
ERNIE: Enhanced Representation through Knowledge Integration
Yu Sun, Shuohuan Wang, Yukun Li +7
cs.CLarXiv:1904.09223v12019
Baichuan 2: Open Large-scale Language Models
Aiyuan Yang, Bin Xiao, Bingning Wang +52
cs.CLarXiv:2309.10305v42023
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training
Huatong Song, Lisheng Huang, Shuang Sun +11
cs.SEcs.CLarXiv:2602.03411v22026
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification
Francesco Barbieri, Jose Camacho-Collados, Leonardo Neves +1
cs.CLcs.SIarXiv:2010.12421v22020
Accelerating Large Language Model Decoding with Speculative Sampling
Charlie Chen, Sebastian Borgeaud, Geoffrey Irving +3
cs.CLarXiv:2302.01318v12023
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
William L. Hamilton, Jure Leskovec, Dan Jurafsky
cs.CLarXiv:1605.09096v62016
GPT-NeoX-20B: An Open-Source Autoregressive Language Model
Sid Black, Stella Biderman, Eric Hallahan +14
cs.CLarXiv:2204.06745v12022
Toward Controlled Generation of Text
Zhiting Hu, Zichao Yang, Xiaodan Liang +2
cs.LGcs.AIcs.CLarXiv:1703.00955v42017
What you can cram into a single vector: Probing sentence embeddings for linguistic properties
Alexis Conneau, German Kruszewski, Guillaume Lample +2
cs.CLarXiv:1805.01070v22018
Wizard of Wikipedia: Knowledge-Powered Conversational agents
Emily Dinan, Stephen Roller, Kurt Shuster +3
cs.CLarXiv:1811.01241v22018
Towards a Human-like Open-Domain Chatbot
Daniel Adiwardana, Minh-Thang Luong, David R. So +8
cs.CLcs.LGcs.NEarXiv:2001.09977v32020
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
Jiajie Jin, Yanzhao Zhang, Mingxin Li +4
cs.CLcs.IRarXiv:2603.01425v12026
On Using Very Large Target Vocabulary for Neural Machine Translation
Sébastien Jean, Kyunghyun Cho, Roland Memisevic +1
cs.CLarXiv:1412.2007v22014
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale
Ibragim Badertdinov, Maksim Nekrashevich, Anton Shevtsov +1
cs.SEcs.CLarXiv:2602.23866v22026
Generating Natural Language Adversarial Examples
Moustafa Alzantot, Yash Sharma, Ahmed Elgohary +3
cs.CLarXiv:1804.07998v22018
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts
Yingfa Chen, Zhen Leng Thai, Zihan Zhou +6
cs.CLcs.AIcs.LGarXiv:2601.22156v12026
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning
Shaotian Yan, Kaiyuan Liu, Chen Shen +6
cs.LGcs.CLarXiv:2601.09088v12026
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models
Yu Zeng, Wenxuan Huang, Zhen Fang +14
cs.CVcs.AIcs.CLarXiv:2602.02185v22026
HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences
Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
cs.CLcs.AIcs.DLarXiv:2601.18724v12026
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Damai Dai, Chengqi Deng, Chenggang Zhao +14
cs.CLarXiv:2401.06066v12024
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
Yifan Wang, Shiyu Li, Peiming Li +3
cs.CLcs.CVarXiv:2601.14750v42026
Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook
Ming Li, Xirui Li, Tianyi Zhou
cs.CLcs.AIcs.CYarXiv:2602.14299v22026
Tiny Aya: Bridging Scale and Multilingual Depth
Alejandro R. Salamanca, Diana Abagyan, Daniel D'souza +23
cs.CLarXiv:2603.11510v12026
Unsupervised Cross-lingual Representation Learning for Speech Recognition
Alexis Conneau, Alexei Baevski, Ronan Collobert +2
cs.CLcs.LGcs.SDarXiv:2006.13979v22020
SWE-World: Building Software Engineering Agents in Docker-Free Environments
Shuang Sun, Huatong Song, Lisheng Huang +11
cs.SEcs.CLarXiv:2602.03419v12026
MOSS-TTS Technical Report
Yitian Gong, Botian Jiang, Yiwei Zhao +23
cs.SDcs.AIcs.CLarXiv:2603.18090v22026
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap +3
cs.CLcs.AIarXiv:1906.05317v22019
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh +6
cs.CLcs.AIcs.LGarXiv:2305.02301v22023
Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
stat.MLcs.CLcs.LGarXiv:1511.06391v42015
Instruction-Following Evaluation for Large Language Models
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra +5
cs.CLcs.AIcs.LGarXiv:2311.07911v12023
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
Mingqian Feng, Xiaodong Liu, Weiwei Yang +4
cs.CLarXiv:2602.06854v22026
Code2World: A GUI World Model via Renderable Code Generation
Yuhao Zheng, Li'an Zhong, Yi Wang +6
cs.CVcs.AIcs.CLarXiv:2602.09856v12026
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
Pingyue Zhang, Zihan Huang, Yue Wang +11
cs.AIcs.CLcs.LGarXiv:2602.07055v12026
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction
Laila Rasmy, Yang Xiang, Ziqian Xie +2
cs.CLcs.LGcs.NEarXiv:2005.12833v12020
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation
Changze Lv, Jie Zhou, Wentao Zhao +13
cs.CLarXiv:2602.03619v22026
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents
Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko +6
cs.AIcs.CLarXiv:2603.22386v12026
SummEval: Re-evaluating Summarization Evaluation
Alexander R. Fabbri, Wojciech Kryściński, Bryan McCann +3
cs.CLarXiv:2007.12626v42020
Large Language Models: A Survey
Shervin Minaee, Tomas Mikolov, Narjes Nikzad +4
cs.CLcs.AIarXiv:2402.06196v32024
Self-Hinting Language Models Enhance Reinforcement Learning
Baohao Liao, Hanze Dong, Xinxing Xu +2
cs.LGcs.AIcs.CLarXiv:2602.03143v12026
LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries
Shijie Lian, Bin Yu, Xiaopeng Lin +6
cs.AIcs.CLcs.CVarXiv:2601.15197v72026
Reinforcement World Model Learning for LLM-based Agents
Xiao Yu, Baolin Peng, Ruize Xu +6
cs.CLarXiv:2602.05842v22026
Fish Audio S2 Technical Report
Shijia Liao, Yuxuan Wang, Songting Liu +11
cs.SDcs.AIcs.CLarXiv:2603.08823v22026
jina-embeddings-v5-text: Task-Targeted Embedding Distillation
Mohammad Kalim Akram, Saba Sturua, Nastia Havriushenko +4
cs.CLarXiv:2602.15547v22026
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent
Bowen Yang, Kaiming Jin, Zhenyu Wu +12
cs.MAcs.AIcs.CLarXiv:2601.07779v12026
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models
Wenlong Huang, Chen Wang, Ruohan Zhang +3
cs.ROcs.AIcs.CLarXiv:2307.05973v22023
Can Large Language Models Be an Alternative to Human Evaluations?
Cheng-Han Chiang, Hung-yi Lee
cs.CLcs.HCarXiv:2305.01937v12023
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability
Shobhita Sundaram, John Quan, Ariel Kwiatkowski +3
cs.LGcs.CLarXiv:2601.18778v32026
MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use
Mengru Wang, Haozhe Luo, Zhenqian Xu +6
cs.AIcs.CLcs.CYarXiv:2608.20202v12026
Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments
Siwei Wu, Yizhi Li, Yuyang Song +8
cs.CLarXiv:2602.01244v32026
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale
Yicheng Zou, Dongsheng Zhu, Lin Zhu +174
cs.LGcs.CLcs.CVarXiv:2603.25040v22026
Benchmark Test-Time Scaling of General LLM Agents
Xiaochuan Li, Ryan Ming, Pranav Setlur +6
cs.AIcs.CLarXiv:2602.18998v12026
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models
Yue Ding, Yiyan Ji, Jungang Li +12
cs.CLarXiv:2602.04804v22026
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
Gabriel Orlanski, Devjeet Roy, Alexander Yun +7
cs.SEcs.AIcs.CLarXiv:2603.24755v22026

Computation and Language

WizardCoder: Empowering Code Large Language Models with Evol-Instruct

PaLI: A Jointly-Scaled Multilingual Language-Image Model

Evaluating the Factual Consistency of Abstractive Text Summarization

Forest Before Trees: Latent Superposition for Efficient Visual Reasoning

Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Automatic Chain of Thought Prompting in Large Language Models

$V_1$: Unifying Generation and Self-Verification for Parallel Reasoners

ERNIE: Enhanced Representation through Knowledge Integration

Baichuan 2: Open Large-scale Language Models

SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification

Accelerating Large Language Model Decoding with Speculative Sampling

Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Toward Controlled Generation of Text

What you can cram into a single vector: Probing sentence embeddings for linguistic properties

Wizard of Wikipedia: Knowledge-Powered Conversational agents

Towards a Human-like Open-Domain Chatbot

LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval

On Using Very Large Target Vocabulary for Neural Machine Translation

SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

Generating Natural Language Adversarial Examples

Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Tiny Aya: Bridging Scale and Multilingual Depth

Unsupervised Cross-lingual Representation Learning for Speech Recognition

SWE-World: Building Software Engineering Agents in Docker-Free Environments

MOSS-TTS Technical Report

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Order Matters: Sequence to sequence for sets

Instruction-Following Evaluation for Large Language Models

SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks

Code2World: A GUI World Model via Renderable Code Generation

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents

SummEval: Re-evaluating Summarization Evaluation

Large Language Models: A Survey

Self-Hinting Language Models Enhance Reinforcement Learning

LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries

Reinforcement World Model Learning for LLM-based Agents

Fish Audio S2 Technical Report

jina-embeddings-v5-text: Task-Targeted Embedding Distillation

OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Can Large Language Models Be an Alternative to Human Evaluations?

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Benchmark Test-Time Scaling of General LLM Agents

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks