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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9,061 to 9,120 of 11,332

IQuest-Coder-V1 Technical Report
Jian Yang, Wei Zhang, Shawn Guo +35
cs.AIcs.CLcs.SEarXiv:2603.16733v12026
Fast Transformer Decoding: One Write-Head is All You Need
Noam Shazeer
cs.NEcs.CLcs.LGarXiv:1911.02150v12019
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou, Zhihong Shao, Yeyun Gong +4
cs.CLcs.AIarXiv:2305.11738v42023
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
Xinwu Ye, Yicheng Mao, Yuxuan Liao +16
physics.chem-phcs.AIcs.CLarXiv:2602.07075v62026
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant +4
cs.CLarXiv:2108.08877v32021
Likelihood-Based Reward Designs for General LLM Reasoning
Ariel Kwiatkowski, Natasha Butt, Ismail Labiad +2
cs.CLarXiv:2602.03979v12026
Clarify User Expertise: Towards Proactive Conversational Agents Tailoring Responses to User Proficiency
Zhihong Cao, Chen Huang
cs.AIcs.CLarXiv:2608.22266v12026
Beyond What Meets the Eye: Unveiling Situational Illusions for Multimodal Large Language Models
Zhiming Yang, Zhuoxi Xiong, Donglin Zhou +3
cs.AIcs.CLcs.CVarXiv:2608.22232v12026
BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
Sangyeon Yoon, Sunkyoung Kim, Hyesoo Hong +5
cs.AIcs.CLarXiv:2603.16557v12026
SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning
Qifan Yu, Xinyu Ma, Zhijian Zhuo +7
cs.LGcs.CLarXiv:2602.02472v22026
Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts
Chen Yang, Guangyue Peng, Jiaying Zhu +12
cs.AIcs.CLarXiv:2602.13367v12026
Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
Qian Ma, Anna Squicciarini, Sarah Rajtmajer
cs.AIcs.CLarXiv:2608.22161v12026
Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning
Dawid J. Kopiczko, Sagar Vaze, Tijmen Blankevoort +1
cs.CLarXiv:2602.11149v22026
Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe
Xixi Wu, Qianguo Sun, Ruiyang Zhang +4
cs.LGcs.CLarXiv:2603.21972v12026
Complementary RL: Towards Efficient Experience-Driven Agent Learning
Dilxat Muhtar, Jiashun Liu, Wei Gao +8
cs.LGcs.CLarXiv:2603.17621v22026
GISA: A Benchmark for General Information-Seeking Assistant
Yutao Zhu, Xingshuo Zhang, Maosen Zhang +9
cs.CLcs.AIcs.IRarXiv:2602.08543v22026
NExT-GPT: Any-to-Any Multimodal LLM
Shengqiong Wu, Hao Fei, Leigang Qu +2
cs.AIcs.CLcs.LGarXiv:2309.05519v32023
The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models
Zanlin Ni, Shenzhi Wang, Yang Yue +8
cs.CLcs.AIcs.LGarXiv:2601.15165v42026
Measuring Stability and Failure Behavior in Language Models Under Structured Perturbations
Samira Golsefid
cs.AIcs.CLarXiv:2608.22138v12026
Object Hallucination in Image Captioning
Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns +2
cs.CLcs.CVarXiv:1809.02156v22018
Solving math word problems with process- and outcome-based feedback
Jonathan Uesato, Nate Kushman, Ramana Kumar +6
cs.LGcs.AIcs.CLarXiv:2211.14275v12022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
Shaden Smith, Mostofa Patwary, Brandon Norick +17
cs.CLarXiv:2201.11990v32022
Zero-Shot Relation Extraction via Reading Comprehension
Omer Levy, Minjoon Seo, Eunsol Choi +1
cs.CLcs.AIcs.LGarXiv:1706.04115v12017
A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5
Xingjun Ma, Yixu Wang, Hengyuan Xu +18
cs.AIcs.CLcs.CVarXiv:2601.10527v22026
Prompt Injection attack against LLM-integrated Applications
Yi Liu, Gelei Deng, Yuekang Li +9
cs.CRcs.AIcs.CLarXiv:2306.05499v32023
TranslateGemma Technical Report
Mara Finkelstein, Isaac Caswell, Tobias Domhan +18
cs.CLcs.AIarXiv:2601.09012v32026
LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks
Xiao Zhang, Qumeng Sun, Jihao Li +4
cs.CLarXiv:2608.23200v12026
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
Deep Ganguli, Liane Lovitt, Jackson Kernion +33
cs.CLcs.AIcs.CYarXiv:2209.07858v22022
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation
Mohit Shridhar, Lucas Manuelli, Dieter Fox
cs.ROcs.AIcs.CLarXiv:2209.05451v22022
One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows
Zhuochun Li, Youngmin Ko, Ali Keramati +9
cs.CLcs.DBarXiv:2608.19741v12026
Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports
Parsa Bakhtiari, Hassan Bashiri, Alireza Khalilipour +2
cs.CLarXiv:2608.22817v12026
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
Fangda Ye, Yuxin Hu, Pengxiang Zhu +19
cs.AIcs.CLarXiv:2603.28407v12026
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Jiayuan Mao, Chuang Gan, Pushmeet Kohli +2
cs.CVcs.AIcs.CLarXiv:1904.12584v12019
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
Xianlei Zhou, Xiangdi Meng, Yu He +7
cs.CLarXiv:2608.23311v12026
SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
Tim Baumgärtner, Iryna Gurevych
cs.CLcs.AIarXiv:2601.12910v32026
MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling
Ning Ding, Fangcheng Liu, Kyungrae Kim +4
cs.LGcs.AIcs.CLarXiv:2602.03359v12026
Matching the Blanks: Distributional Similarity for Relation Learning
Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling +1
cs.CLcs.AIarXiv:1906.03158v12019
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters
Mind Lab, :, Vin Bo +64
cs.LGcs.CLarXiv:2606.02437v22026
Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost
Venkata Pushpak Teja Menta
cs.SDcs.CLeess.ASarXiv:2604.25441v12026
FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation
Guangsheng Bao, Hongbo Zhang, Han Cui +4
cs.LGcs.CLarXiv:2605.04651v22026
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Leon Bottou +3
cs.LGcs.CLarXiv:1103.0398v12011
Summaries:한국어
How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks
Yanlin Fei, Nazhou Liu, Xinmiao Yu +6
cs.CLarXiv:2608.14905v12026
Learning to Retrieve from Agent Trajectories
Yuqi Zhou, Sunhao Dai, Changle Qu +3
cs.IRcs.AIcs.CLarXiv:2604.04949v12026
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Tianle Cai, Yuhong Li, Zhengyang Geng +4
cs.LGcs.CLarXiv:2401.10774v32024
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations
Yibo Yan, Mingdong Ou, Yi Cao +6
cs.CLcs.IRarXiv:2603.01666v12026
Post-LayerNorm Is Back: Stable, ExpressivE, and Deep
Chen Chen, Lai Wei
cs.LGcs.CLarXiv:2601.19895v22026
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Aradhye Agarwal, Gurdit Siyan, Yash Pandya +3
cs.CLarXiv:2603.03205v22026
Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
Tian Lan, Felix Henry, Bin Zhu +7
cs.CLarXiv:2602.06724v12026
Computer Environments Elicit General Agentic Intelligence in LLMs
Daixuan Cheng, Shaohan Huang, Yuxian Gu +6
cs.CLcs.AIarXiv:2601.16206v32026
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
Jiachun Li, Shaoping Huang, Zhuoran Jin +5
cs.CLcs.AIcs.CVarXiv:2603.02024v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
Benchmarks Saturate When The Model Gets Smarter Than The Judge
Marthe Ballon, Andres Algaba, Brecht Verbeken +1
cs.AIcs.CLcs.LGarXiv:2601.19532v12026
Precise Zero-Shot Dense Retrieval without Relevance Labels
Luyu Gao, Xueguang Ma, Jimmy Lin +1
cs.IRcs.CLarXiv:2212.10496v12022
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
Katherine Tian, Eric Mitchell, Allan Zhou +5
cs.CLarXiv:2305.14975v22023
OVD: On-policy Verbal Distillation
Jing Xiong, Hui Shen, Shansan Gong +7
cs.CLarXiv:2601.21968v12026
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
Xiaogeng Liu, Nan Xu, Muhao Chen +1
cs.CLcs.AIarXiv:2310.04451v22023
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
Xiao Liang, Zhong-Zhi Li, Zhenghao Lin +7
cs.CLarXiv:2602.02477v12026
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
Kaiser Sun, Xiaochuang Yuan, Hongjun Liu +4
cs.CLcs.CVarXiv:2603.09095v32026
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Ji Gao, Jack Lanchantin, Mary Lou Soffa +1
cs.CLcs.CRcs.IRarXiv:1801.04354v52018
OpenLID-v3: Improving the Precision of Closely Related Language Identification -- An Experience Report
Mariia Fedorova, Nikolay Arefyev, Maja Buljan +4
cs.CLarXiv:2602.13139v42026

Computation and Language

IQuest-Coder-V1 Technical Report

Fast Transformer Decoding: One Write-Head is All You Need

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models

Likelihood-Based Reward Designs for General LLM Reasoning

Clarify User Expertise: Towards Proactive Conversational Agents Tailoring Responses to User Proficiency

Beyond What Meets the Eye: Unveiling Situational Illusions for Multimodal Large Language Models

BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts

Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification

Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning

Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe

Complementary RL: Towards Efficient Experience-Driven Agent Learning

GISA: A Benchmark for General Information-Seeking Assistant

NExT-GPT: Any-to-Any Multimodal LLM

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models

Measuring Stability and Failure Behavior in Language Models Under Structured Perturbations

Object Hallucination in Image Captioning

Solving math word problems with process- and outcome-based feedback

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Zero-Shot Relation Extraction via Reading Comprehension

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5

Prompt Injection attack against LLM-integrated Applications

TranslateGemma Technical Report

LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks

Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports

MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome

The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment

MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling

Matching the Blanks: Distributional Similarity for Relation Learning

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Praxy Voice: Voice-Prompt Recovery + BUPS for Commercial-Class Indic TTS from a Frozen Non-Indic Base at Zero Commercial-Training-Data Cost

FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation

Natural Language Processing (almost) from Scratch

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

Learning to Retrieve from Agent Trajectories

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion

Computer Environments Elicit General Agentic Intelligence in LLMs

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Benchmarks Saturate When The Model Gets Smarter Than The Judge

Precise Zero-Shot Dense Retrieval without Relevance Labels

Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

OVD: On-policy Verbal Distillation

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs

Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers

OpenLID-v3: Improving the Precision of Closely Related Language Identification -- An Experience Report