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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7,741 to 7,800 of 11,199

Fine-tune BERT for Extractive Summarization
Yang Liu
cs.CLarXiv:1903.10318v22019
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation
Zhao Yang, Jiaqi Wang, Yansong Tang +3
cs.CVcs.CLarXiv:2112.02244v22021
$R^3$: Training Robots to Reason in Natural Language via Reinforcement Learning
Lehong Wu, Yuxiao Qu, Zheyuan Hu +4
cs.ROcs.AIcs.CLarXiv:2608.26053v12026
Large Language Models Can Be Strong Differentially Private Learners
Xuechen Li, Florian Tramèr, Percy Liang +1
cs.LGcs.CLarXiv:2110.05679v62021
Trace Integrity for LLM Data Agents: A Vision for Auditable Structured Reasoning in Real-World Systems
Srimonti Dutta, Akshata Kishore Moharir
cs.AIcs.CLarXiv:2608.26036v12026
True Few-Shot Learning with Language Models
Ethan Perez, Douwe Kiela, Kyunghyun Cho
cs.CLcs.LGstat.MLarXiv:2105.11447v12021
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)
Marcos Zampieri, Preslav Nakov, Sara Rosenthal +6
cs.CLarXiv:2006.07235v22020
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh +6
cs.CLcs.LGarXiv:2205.12548v32022
SwarmWorld: Stigmergic technological evolution in societies of language-model agents
Subhadeep Pal, Fiona Y. Wang, Markus J. Buehler
cs.AIcond-mat.mtrl-scics.CLarXiv:2608.26081v12026
How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention
Gerard Conangla Planes
cs.LGcs.AIcs.CLarXiv:2608.26052v12026
One Symptom, Three Levers: A Critical Review of On-Policy Self-Distillation
Justin Robert, Raheel Qader
cs.LGcs.AIcs.CLarXiv:2608.25936v12026
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Nanyun Peng, Hoifung Poon, Chris Quirk +2
cs.CLarXiv:1708.03743v12017
Beyond Local Surprise: Grounded Dialogue as Selective Belief Revision under Referential Uncertainty
Ziming Liu, Bhanu Chaitanya Jasti, Ziyang Xu +3
cs.CLarXiv:2608.26035v12026
Fine-Tuning Whisper for Automatic Speech Recognition in Baniwa: A Preliminary Study
Leonardo Duart, Tiago Fonseca, Thiago Chacón
cs.CLstat.MLarXiv:2608.26060v12026
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
Pan Lu, Ran Gong, Shibiao Jiang +4
cs.CLcs.AIcs.CVarXiv:2105.04165v32021
Distinct dynamics of conceptual and referential disruptions in human reading and large language model processing
Rui He, Nihal Altay, Wolfram Hinzen
cs.CLarXiv:2608.25999v12026
A Self-Evolving Multi-Agent Framework Defense against LLM Jailbreak Attacks
Tongyan Hu, Bryan Hooi
cs.CRcs.CLarXiv:2608.26008v12026
AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs
Sheng Liang, Yongyue Zhang, Nathanael Brian +4
cs.AIcs.CLarXiv:2608.26004v12026
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
Baolin Peng, Michel Galley, Pengcheng He +8
cs.CLcs.AIarXiv:2302.12813v32023
Formal, Executable and Explainable Runtime Monitoring of Spoken Air Traffic Control Operational Procedures
Roberto Luvini, Giacomo Longo, Alessandro Armando +1
cs.AIcs.CLeess.ASarXiv:2608.25926v12026
Why Does Graph Learning Fail to Fully Benefit from a Text Teacher?
Fumiaki Kimino, Ryoma Sato
cs.LGcs.CLarXiv:2608.25741v12026
Prefix Sliding for efficient test-time scaling
Niklas Muennighoff, Zhengyang Wang, Zeyi Chen +15
cs.CLcs.AIcs.LGarXiv:2608.26070v12026
VISA: Agentic Self-Evolving Data Synthesis for Multimodal Instruction Following
Min Zeng, Guanxin Tan, Libin Cen +5
cs.CLarXiv:2608.26013v12026
When Personality Meets Quantization: A Layer-wise MBTI Analysis of Quantized LLMs
Yao Fu, Lijia Huang, Xiaomin Li +3
cs.CLarXiv:2608.25977v12026
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach +3
cs.CLcs.AIarXiv:2404.05961v22024
Unveiling Spectral Mechanisms in Training-Free LLM Text Detection
Haitong Luo, Xuying Meng, Weiyao Zhang +5
cs.CLarXiv:2608.25944v12026
BERT: A Review of Applications in Natural Language Processing and Understanding
M. V. Koroteev
cs.CLcs.AIcs.LGarXiv:2103.11943v12021
Visual Storytelling
Ting-Hao, Huang, Francis Ferraro +13
cs.CLcs.AIcs.CVarXiv:1604.03968v12016
Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation
Pankaj Kumar, Subhankar Mishra
cs.CLcs.AIcs.IRarXiv:2608.25922v12026
Graph Retrieval-Augmented Generation: A Survey
Boci Peng, Yun Zhu, Yongchao Liu +5
cs.AIcs.CLcs.IRarXiv:2408.08921v22024
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam +5
cs.CLarXiv:2106.13822v12021
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu, Dazhi Cheng, Zheng Zhang +2
cs.CVcs.CLcs.LGarXiv:1904.05873v12019
Loss-Based Active Learning for Neural Abstractive Summarization
Michail Ioannou, Tatiana Passali, George Michalopoulos +1
cs.CLarXiv:2608.25881v12026
Anchoring Bias in LLM-as-a-Judge Systems: Prior Scores Compromise Evaluation Independence
Ante Kapetanovic, Kemal Altwlkany, Andro Mercep +2
cs.CLarXiv:2608.25869v12026
Massive Exploration of Neural Machine Translation Architectures
Denny Britz, Anna Goldie, Minh-Thang Luong +1
cs.CLarXiv:1703.03906v22017
Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss
Qian Zhang, Han Lu, Hasim Sak +4
eess.AScs.CLcs.SDarXiv:2002.02562v22020
SAMpLE: A SystemC-AMS Machine LEarning-based Framework for Virtual Prototyping
Andrei Mihai Albu, Sara Vinco
cs.CLcs.LGarXiv:2608.25910v12026
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
John Giorgi, Osvald Nitski, Bo Wang +1
cs.CLcs.LGarXiv:2006.03659v42020
One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography
Muge Zhang, Aaron Jencks, Krishna Badikela +2
cs.CLarXiv:2608.25904v12026
From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations
Ping Wang, Xiangguo Sun, Bingbing Xu +2
cs.CLarXiv:2608.25894v12026
Key Point Analysis Needs Structure Recovery: Task Definition, Dataset Diagnosis, and a Structure-Aware Benchmark
Zhiqiang Shi, Oana Cocarascu
cs.CLcs.LGarXiv:2608.25854v12026
Skill Issue: Are Skills Language-Invariant in LLMs?
Bobby Cheng, Adam Gaber, Zhengyuan Liu +4
cs.CLcs.AIcs.GTarXiv:2608.25832v12026
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
Yanis Labrak, Adrien Bazoge, Emmanuel Morin +3
cs.CLcs.AIcs.LGarXiv:2402.10373v32024
Unfolding Scientific Papers into Multi-Turn Generation Trajectories for Continued Pre-Training
Qiankai Xu, Qiguang Chen, Zixin Su +4
cs.CLcs.AIcs.LGarXiv:2608.25826v12026
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Di Wu, Hongwei Wang, Wenhao Yu +3
cs.CLarXiv:2410.10813v22024
TOFU: A Task of Fictitious Unlearning for LLMs
Pratyush Maini, Zhili Feng, Avi Schwarzschild +2
cs.LGcs.CLarXiv:2401.06121v12024
Learning New Facts with QLoRA: An Acquisition-Retention Frontier
Estelle Zheng, Sébastien Warichet, Emmanuel Helbert +1
cs.CLcs.AIcs.LGarXiv:2608.25677v12026
Think-Probe-Respond: Improving Large Language Models as Judges of Research Idea Novelty
Tim Schopf, Tobias Schreieder, Akiko Aizawa
cs.CLcs.AIarXiv:2608.25660v12026
Style Transfer in Text: Exploration and Evaluation
Zhenxin Fu, Xiaoye Tan, Nanyun Peng +2
cs.CLarXiv:1711.06861v22017
Localize-Then-Decide Guarantees for LLM Judgments
Xinyu Li, Yi Zhou, Guanqun Cao +3
cs.CLarXiv:2608.25824v12026
MoganBert-TR: A Turkish Encoder Foundation Model Trained from Scratch with a CLM-to-MLM Curriculum
Furkan Yilmaz, Habibe Aleyna Tasdemir, Muhammed Faruk Gozay
cs.CLcs.AIarXiv:2608.25768v12026
Beam Search, Self-Consistency, and the Limits of Inference-Time Scaling for Grammar-Constrained Text-to-SQL in Small Language Models
Ty Chermsirivatana, John MacCormick
cs.CLcs.AIarXiv:2608.25761v12026
When RAG Fails to Equalize: Geo-bias in Factual Question Answering over Public Companies
Abhinav Havaldar, Enrico Santus
cs.CLcs.AIarXiv:2608.25717v12026
Overview of SHROOM-Visions 2026: A Shared Task on Hallucination Detection in Large Vision-Language Models
Raúl Vázquez, Aman Sinha, Chuyuan Li +10
cs.CLarXiv:2608.25662v12026
Reconstructing the Right Episode: Evaluating Interleaved Conversational Memory Beyond Long Context
Zhexi Feng, Ruiyi Zhang, Yongbo Yang +1
cs.CLcs.AIarXiv:2608.25655v12026
The Chase Is the Curriculum, the Capture Anchors the Credit: Pursuit-Evasion Self-Play for Zero-Data LLM Reasoning
Jing Yu, Shengchao Chen, Yiyun Tan
cs.CLcs.LGarXiv:2608.21871v12026
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
Federico Bianchi, Pratyusha Kalluri, Esin Durmus +7
cs.CLcs.CVarXiv:2211.03759v22022
Large Language Models Are Reasoning Teachers
Namgyu Ho, Laura Schmid, Se-Young Yun
cs.CLcs.AIcs.LGarXiv:2212.10071v22022
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
Emre Kıcıman, Robert Ness, Amit Sharma +1
cs.AIcs.CLcs.CYarXiv:2305.00050v32023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation
Fengji Zhang, Bei Chen, Yue Zhang +6
cs.CLcs.AIcs.PLarXiv:2303.12570v32023

Computation and Language

Fine-tune BERT for Extractive Summarization

LAVT: Language-Aware Vision Transformer for Referring Image Segmentation

$R^3$: Training Robots to Reason in Natural Language via Reinforcement Learning

Large Language Models Can Be Strong Differentially Private Learners

Trace Integrity for LLM Data Agents: A Vision for Auditable Structured Reasoning in Real-World Systems

True Few-Shot Learning with Language Models

SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

SwarmWorld: Stigmergic technological evolution in societies of language-model agents

How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention

One Symptom, Three Levers: A Critical Review of On-Policy Self-Distillation

Cross-Sentence N-ary Relation Extraction with Graph LSTMs

Beyond Local Surprise: Grounded Dialogue as Selective Belief Revision under Referential Uncertainty

Fine-Tuning Whisper for Automatic Speech Recognition in Baniwa: A Preliminary Study

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning

Distinct dynamics of conceptual and referential disruptions in human reading and large language model processing

A Self-Evolving Multi-Agent Framework Defense against LLM Jailbreak Attacks

AsymSpec: Context-Asymmetric Speculative Decoding for Agentic LLMs

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Formal, Executable and Explainable Runtime Monitoring of Spoken Air Traffic Control Operational Procedures

Why Does Graph Learning Fail to Fully Benefit from a Text Teacher?

Prefix Sliding for efficient test-time scaling

VISA: Agentic Self-Evolving Data Synthesis for Multimodal Instruction Following

When Personality Meets Quantization: A Layer-wise MBTI Analysis of Quantized LLMs

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Unveiling Spectral Mechanisms in Training-Free LLM Text Detection

BERT: A Review of Applications in Natural Language Processing and Understanding

Visual Storytelling

Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation

Graph Retrieval-Augmented Generation: A Survey

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages

An Empirical Study of Spatial Attention Mechanisms in Deep Networks

Loss-Based Active Learning for Neural Abstractive Summarization

Anchoring Bias in LLM-as-a-Judge Systems: Prior Scores Compromise Evaluation Independence

Massive Exploration of Neural Machine Translation Architectures

Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss

SAMpLE: A SystemC-AMS Machine LEarning-based Framework for Virtual Prototyping

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations

One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography

From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations

Key Point Analysis Needs Structure Recovery: Task Definition, Dataset Diagnosis, and a Structure-Aware Benchmark

Skill Issue: Are Skills Language-Invariant in LLMs?

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Unfolding Scientific Papers into Multi-Turn Generation Trajectories for Continued Pre-Training

LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

TOFU: A Task of Fictitious Unlearning for LLMs

Learning New Facts with QLoRA: An Acquisition-Retention Frontier

Think-Probe-Respond: Improving Large Language Models as Judges of Research Idea Novelty

Style Transfer in Text: Exploration and Evaluation

Localize-Then-Decide Guarantees for LLM Judgments

MoganBert-TR: A Turkish Encoder Foundation Model Trained from Scratch with a CLM-to-MLM Curriculum

Beam Search, Self-Consistency, and the Limits of Inference-Time Scaling for Grammar-Constrained Text-to-SQL in Small Language Models

When RAG Fails to Equalize: Geo-bias in Factual Question Answering over Public Companies

Overview of SHROOM-Visions 2026: A Shared Task on Hallucination Detection in Large Vision-Language Models

Reconstructing the Right Episode: Evaluating Interleaved Conversational Memory Beyond Long Context

The Chase Is the Curriculum, the Capture Anchors the Credit: Pursuit-Evasion Self-Play for Zero-Data LLM Reasoning

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

Large Language Models Are Reasoning Teachers

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation