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.

Search paper metadata (including unsummarized papers)

8,461 to 8,520 of 11,238

Hopfield Networks is All You Need
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner +13
cs.NEcs.CLcs.LGarXiv:2008.02217v32020
BEAR: Budgeted Evidence Allocation for Multi-Document Reasoning
Lin Sun, Linglin Zhang, Jingang Huang +3
cs.CLarXiv:2601.18116v22026
Typhoon-S: Minimal Open Post-Training for Sovereign Large Language Models
Kunat Pipatanakul, Pittawat Taveekitworachai
cs.CLcs.AIarXiv:2601.18129v12026
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
Jesse Dodge, Maarten Sap, Ana Marasović +5
cs.CLcs.AIarXiv:2104.08758v22021
OLMo: Accelerating the Science of Language Models
Dirk Groeneveld, Iz Beltagy, Pete Walsh +40
cs.CLarXiv:2402.00838v42024
WARP: Wasserstein-Aligned RAG for Population Opinions
Aman Singh Thakur, Aditya Agrawal, Alwarappan Nakkiran +1
cs.IRcs.CLarXiv:2608.22859v12026
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling
Bing Liu, Ian Lane
cs.CLarXiv:1609.01454v12016
Flesch-Kincaid Readability Depends Only on the Topic Distribution in Long Texts under Topic Models
Yo Ehara
cs.CLarXiv:2608.23327v12026
Bottom-Up Abstractive Summarization
Sebastian Gehrmann, Yuntian Deng, Alexander M. Rush
cs.CLcs.AIcs.LGarXiv:1808.10792v22018
DelistBench: Evaluating Search-Enabled LLMs for Auditable Corporate-Event Database Completion
Xuan Yao, Li Shuping, Dai Yang +2
cs.CLarXiv:2608.22770v12026
Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles
Shaohan Wang, Benfeng Xu, Licheng Zhang +5
cs.CLarXiv:2602.01590v22026
How Far Ahead Do LLMs Plan? Uncovering the Latent Horizon in Chain-of-Thought Reasoning
Liyan Xu, Mo Yu, Fandong Meng +1
cs.LGcs.CLarXiv:2602.02103v22026
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding
Kexin Yi, Jiajun Wu, Chuang Gan +3
cs.AIcs.CLcs.CVarXiv:1810.02338v22018
Exploring Dowker Homology for Sentence Similarity
Marius Huber, Juri Opitz
cs.CLarXiv:2608.22909v12026
Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages
Isaac Chung, Linda Freienthal
cs.CLarXiv:2602.02287v12026
Reliable and Responsible Foundation Models: A Comprehensive Survey
Xinyu Yang, Junlin Han, Rishi Bommasani +49
cs.LGcs.AIcs.CLarXiv:2602.08145v12026
LLM2Vec-Gen: Generative Embeddings from Large Language Models
Parishad BehnamGhader, Vaibhav Adlakha, Fabian David Schmidt +3
cs.CLarXiv:2603.10913v32026
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
Dongwon Jo, Beomseok Kang, Jiwon Song +1
cs.CLcs.LGarXiv:2602.03216v32026
Training Data Efficiency in Multimodal Process Reward Models
Jinyuan Li, Chengsong Huang, Langlin Huang +4
cs.LGcs.CLcs.MMarXiv:2602.04145v22026
POP: Prefill-Only Pruning for Efficient Large Model Inference
Junhui He, Zhihui Fu, Jun Wang +1
cs.CLcs.AIcs.CVarXiv:2602.03295v22026
ChatGPT for Robotics: Design Principles and Model Abilities
Sai Vemprala, Rogerio Bonatti, Arthur Bucker +1
cs.AIcs.CLcs.HCarXiv:2306.17582v22023
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv +9
cs.CLarXiv:2012.14740v42020
No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding
Vynska Amalia Permadi, Xingwei Tan, Nafise Sadat Moosavi +1
cs.CLarXiv:2602.03709v12026
FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
Zimu Lu, Houxing Ren, Yunqiao Yang +4
cs.SEcs.CLcs.CVarXiv:2602.03798v12026
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
Yi Liu, Gelei Deng, Zhengzi Xu +7
cs.SEcs.AIcs.CLarXiv:2305.13860v22023
Unlearning Is Not Just Erasing: Temporal Decoupling via Generation Inequality
Xunlei Chen, Qirui Ye, Yuang Li +5
cs.CLcs.AIarXiv:2608.23020v12026
Efficiently Scaling Transformer Inference
Reiner Pope, Sholto Douglas, Aakanksha Chowdhery +7
cs.LGcs.CLarXiv:2211.05102v12022
No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
Dmitry Karpov
cs.CLcs.AIcs.LGarXiv:2602.04442v12026
Grounded Normative Rule Generation with Structured Search
Fanqi Kong, Huaxiao Yin, Ruijie Zhang +5
cs.CLarXiv:2608.22229v12026
R3S: Refining and Recovering Reinforcement Signals for Multilingual Understanding and Reasoning
Junxiao Liu, Zhijun Wang, Yixiao Li +6
cs.CLarXiv:2602.05940v22026
Optimal Turkish Subword Strategies at Scale: Systematic Evaluation of Data, Vocabulary, Morphology Interplay
Duygu Altinok
cs.CLcs.AIarXiv:2602.06942v12026
TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding
Pengyiang Liu, Junbo Niu, Xiaoyang Hu +4
cs.CVcs.CLarXiv:2608.22516v12026
Bielik Guard: Efficient Polish Language Safety Classifiers for LLM Content Moderation
Krzysztof Wróbel, Jan Maria Kowalski, Jerzy Surma +2
cs.CLcs.AIarXiv:2602.07954v42026
Data Science and Technology Towards AGI Part I: Tiered Data Management
Yudong Wang, Zixuan Fu, Hengyu Zhao +14
cs.AIcs.CLarXiv:2602.09003v12026
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Weize Chen, Yusheng Su, Jingwei Zuo +13
cs.CLarXiv:2308.10848v32023
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
Renrui Zhang, Dongzhi Jiang, Yichi Zhang +8
cs.CVcs.AIcs.CLarXiv:2403.14624v22024
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
Ji Zhao, Yufei Gu, Shitong Shao +3
cs.CLcs.LGarXiv:2602.05393v12026
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
Wenhui Wang, Hangbo Bao, Li Dong +8
cs.CVcs.CLarXiv:2208.10442v22022
Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math
Guijin Son, Donghun Yang, Hitesh Laxmichand Patel +5
cs.CLarXiv:2602.06291v12026
Mitigating Speaker Leakage in Cascaded Multi-talker ASR with Diarization-based Transcript Correction
Hermann Yepdjio Nkouanga, Minwei Luo, Maggie Wigness +1
eess.AScs.CLarXiv:2608.22196v12026
Ex-Omni: Enabling 3D Facial Animation Generation for Omni-modal Large Language Models
Haoyu Zhang, Zhipeng Li, Yiwen Guo +1
cs.CVcs.AIcs.CLarXiv:2602.07106v22026
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li, Tengchao Lv, Jingye Chen +6
cs.CLcs.CVarXiv:2109.10282v52021
How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Network
Huangchen Xu, Yuan Wu, Yi Chang
cs.CLarXiv:2608.22192v12026
Free(): Learning to Forget in Malloc-Only Reasoning Models
Yilun Zheng, Dongyang Ma, Tian Liang +5
cs.AIcs.CLarXiv:2602.08030v22026
Editing Factual Knowledge in Language Models
Nicola De Cao, Wilker Aziz, Ivan Titov
cs.CLcs.AIcs.LGarXiv:2104.08164v22021
Thinking Is Not Telling: Information Disclosure in User-Service LLM Agents
Jiatong Li, Changdae Oh, Hyeong Kyu Choi +2
cs.CLarXiv:2602.07796v22026
Dreaming in Code for Curriculum Learning in Open-Ended Worlds
Konstantinos Mitsides, Maxence Faldor, Antoine Cully
cs.LGcs.AIcs.CLarXiv:2602.08194v12026
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies
Xavier Hu, Jinxiang Xia, Shengze Xu +13
cs.CLcs.AIarXiv:2602.09514v32026
Steer2Edit: From Activation Steering to Component-Level Editing
Chung-En Sun, Ge Yan, Zimo Wang +1
cs.CLarXiv:2602.09870v22026
On the Optimal Reasoning Length for RL-Trained Language Models
Daisuke Nohara, Taishi Nakamura, Rio Yokota
cs.CLcs.AIcs.LGarXiv:2602.09591v32026
When Not to Imitate: Boundary-Aware Skill Memory for Reliable Tool-Use LLM Agents
Zihan Lin, Zhenyu Chen, Jiawen Wei +6
cs.CLarXiv:2608.22339v12026
Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation
Wenzhi Li, Dong Nie, Rui Lan +6
cs.CLarXiv:2608.22215v12026
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning
Futing Wang, Jianhao Yan, Yun Luo +6
cs.CLarXiv:2602.11748v12026
Online Causal Kalman Filtering for Stable and Effective Policy Optimization
Shuo He, Lang Feng, Xin Cheng +2
cs.CLcs.AIarXiv:2602.10609v22026
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning
Yicheng Chen, Zerun Ma, Xinchen Xie +2
cs.CLcs.AIarXiv:2602.11089v22026
Detecting RLVR Training Data via Structural Convergence of Reasoning
Hongbo Zhang, Yue Yang, Jianhao Yan +3
cs.AIcs.CLarXiv:2602.11792v12026
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence
Chi Sun, Luyao Huang, Xipeng Qiu
cs.CLarXiv:1903.09588v12019
DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling
Mariia Fedorova, Andrey Kutuzov, Khonzoda Umarova
cs.CLarXiv:2602.11968v12026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
Mathieu Sibue, Andres Muñoz Garza, Samuel Mensah +4
cs.CLarXiv:2602.12203v12026
Noise Floor Audit for Agent Benchmarks
Yihang Chen, Pin Qian, Su Wang +4
cs.CLarXiv:2608.22331v12026

Computation and Language

Hopfield Networks is All You Need

BEAR: Budgeted Evidence Allocation for Multi-Document Reasoning

Typhoon-S: Minimal Open Post-Training for Sovereign Large Language Models

Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus

OLMo: Accelerating the Science of Language Models

WARP: Wasserstein-Aligned RAG for Population Opinions

Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling

Flesch-Kincaid Readability Depends Only on the Topic Distribution in Long Texts under Topic Models

Bottom-Up Abstractive Summarization

DelistBench: Evaluating Search-Enabled LLMs for Auditable Corporate-Event Database Completion

Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles

How Far Ahead Do LLMs Plan? Uncovering the Latent Horizon in Chain-of-Thought Reasoning

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding

Exploring Dowker Homology for Sentence Similarity

Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages

Reliable and Responsible Foundation Models: A Comprehensive Survey

LLM2Vec-Gen: Generative Embeddings from Large Language Models

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Training Data Efficiency in Multimodal Process Reward Models

POP: Prefill-Only Pruning for Efficient Large Model Inference

ChatGPT for Robotics: Design Principles and Model Abilities

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

Unlearning Is Not Just Erasing: Temporal Decoupling via Generation Inequality

Efficiently Scaling Transformer Inference

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data

Grounded Normative Rule Generation with Structured Search

R3S: Refining and Recovering Reinforcement Signals for Multilingual Understanding and Reasoning

Optimal Turkish Subword Strategies at Scale: Systematic Evaluation of Data, Vocabulary, Morphology Interplay

TRACE: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding

Bielik Guard: Efficient Polish Language Safety Classifiers for LLM Content Moderation

Data Science and Technology Towards AGI Part I: Tiered Data Management

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better

Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks

Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math

Mitigating Speaker Leakage in Cascaded Multi-talker ASR with Diarization-based Transcript Correction

Ex-Omni: Enabling 3D Facial Animation Generation for Omni-modal Large Language Models

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models

How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Network

Free(): Learning to Forget in Malloc-Only Reasoning Models

Editing Factual Knowledge in Language Models

Thinking Is Not Telling: Information Disclosure in User-Service LLM Agents

Dreaming in Code for Curriculum Learning in Open-Ended Worlds

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

Steer2Edit: From Activation Steering to Component-Level Editing

On the Optimal Reasoning Length for RL-Trained Language Models

When Not to Imitate: Boundary-Aware Skill Memory for Reliable Tool-Use LLM Agents

Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

Online Causal Kalman Filtering for Stable and Effective Policy Optimization

DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning

Detecting RLVR Training Data via Structural Convergence of Reasoning

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling

ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images

Noise Floor Audit for Agent Benchmarks