语言大模型 / LLM - arXivDaily 专题

2404.02421 2024-04-05 cs.CL 88%

Revisiting subword tokenization: A case study on affixal negation in large language models

Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments NAACL 2024

2403.14541 2024-04-04 cs.CL 88%

EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling

Shimao Zhang, Yu Bao, Shujian Huang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2404.01157 2024-04-02 cs.CL cs.PF 88%

Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training

Vivian Liu, Yiqiao Yin

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2309.06415 2024-04-02 cs.CL cs.CY 88%

Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models

Arka Dutta, Adel Khorramrouz, Sujan Dutta, Ashiqur R. KhudaBukhsh

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2303.08014 2024-03-27 cs.CL 88%

Do large language models resemble humans in language use?

Zhenguang G. Cai, Xufeng Duan, David A. Haslett, Shuqi Wang, Martin J. Pickering

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2403.15451 2024-03-26 cs.CL 88%

Towards Enabling FAIR Dataspaces Using Large Language Models

Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 8 pages. Preprint. Under review

2312.07214 2024-03-22 cs.HC cs.AI cs.RO 88%

Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming

Younes Lakhnati, Max Pascher, Jens Gerken

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments Frontiers in Robotics and AI, Variable Autonomy for Human-Robot Teaming

Journal ref Front. Robot. AI 11:1347538 2024

2403.13193 2024-03-21 cs.CR cs.AI 88%

A Study of Vulnerability Repair in JavaScript Programs with Large Language Models

Tan Khang Le, Saba Alimadadi, Steven Y. Ko

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments camera-ready version accepted to the short paper track at WWW'24

2403.10086 2024-03-20 cs.SE cs.AI cs.ET cs.PL 88%

Large Language Models to Generate System-Level Test Programs Targeting Non-functional Properties

Denis Schwachhofer, Peter Domanski, Steffen Becker, Stefan Wagner, Matthias Sauer, Dirk Pflüger, Ilia Polian

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments Testmethoden und Zuverlässigkeit von Schaltungen und Systemen, TuZ 2024

2311.05296 2024-03-15 cs.CL 88%

BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings

Xianming Li, Jing Li

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted by NAACL24 Main Conference

2310.12953 2024-03-15 cs.HC cs.AI 88%

Luminate: Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation

Sangho Suh, Meng Chen, Bryan Min, Toby Jia-Jun Li, Haijun Xia

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2403.01616 2024-03-06 cs.CL 88%

Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models

Nguyen Quang Duc, Le Hai Son, Nguyen Duc Nhan, Nguyen Dich Nhat Minh, Le Thanh Huong, Dinh Viet Sang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2403.00807 2024-03-05 cs.IR cs.CL cs.DC cs.DL 88%

Enhancing Cloud-Based Large Language Model Processing with Elasticsearch and Transformer Models

Chunhe Ni, Jiang Wu, Hongbo Wang, Wenran Lu, Chenwei Zhang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.12959 2024-02-21 cs.CR cs.CL 88%

Prompt Stealing Attacks Against Large Language Models

Zeyang Sha, Yang Zhang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.11757 2024-02-20 cs.IR cs.CL 88%

Large Language Models for Stemming: Promises, Pitfalls and Failures

Shuai Wang, Shengyao Zhuang, Guido Zuccon

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.08472 2024-02-14 cs.AI 88%

Large Language Models for the Automated Analysis of Optimization Algorithms

Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments Submitted to the GECCO 2024 conference

2402.04373 2024-02-08 cs.CY cs.CL 88%

The World of Generative AI: Deepfakes and Large Language Models

Alakananda Mitra, Saraju P. Mohanty, Elias Kougianos

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.01618 2024-02-05 cs.CL 88%

Style Vectors for Steering Generative Large Language Model

Kai Konen, Sophie Jentzsch, Diaoulé Diallo, Peer Schütt, Oliver Bensch, Roxanne El Baff, Dominik Opitz, Tobias Hecking

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Will be published as findings paper at EACL2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics

2401.16713 2024-01-31 cs.CY cs.CL math.AT 88%

Prospects for inconsistency detection using large language models and sheaves

Steve Huntsman, Michael Robinson, Ludmilla Huntsman

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2401.08088 2024-01-17 cs.CL 88%

Enhancing Document-level Translation of Large Language Model via Translation Mixed-instructions

Yachao Li, Junhui Li, Jing Jiang, Min Zhang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments under review

2310.05628 2024-01-17 cs.CL cs.CE cs.CY 88%

Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models

Marco Bronzini, Carlo Nicolini, Bruno Lepri, Andrea Passerini, Jacopo Staiano

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2309.02772 2023-12-29 cs.SE cs.CL 88%

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

Yuqi Zhu, Jia Li, Ge Li, YunFei Zhao, Jia Li, Zhi Jin, Hong Mei

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments This paper is accepted by AAAI 2024

2312.15523 2023-12-27 cs.CY cs.CL cs.HC physics.soc-ph 88%

The Persuasive Power of Large Language Models

Simon Martin Breum, Daniel Vædele Egdal, Victor Gram Mortensen, Anders Giovanni Møller, Luca Maria Aiello

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 9 pages, 6 figures, 3 tables, 1 page in appendix

2312.13208 2023-12-21 cs.CL 88%

LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces

Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2312.06093 2023-12-12 cs.CL cs.CV cs.MM 88%

PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models

Nirmalendu Prakash, Han Wang, Nguyen Khoi Hoang, Ming Shan Hee, Roy Ka-Wei Lee

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted at ACM Multimedia'23 Research Track

2312.01532 2023-12-05 cs.HC cs.CL 88%

Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments

Shanqing Cai, Subhashini Venugopalan, Katie Seaver, Xiang Xiao, Katrin Tomanek, Sri Jalasutram, Meredith Ringel Morris, Shaun Kane, Ajit Narayanan, Robert L. MacDonald, Emily Kornman, Daniel Vance, Blair Casey, Steve M. Gleason, Philip Q. Nelson, Michael P. Brenner

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2311.18041 2023-12-01 cs.CL 88%

Zero-shot Conversational Summarization Evaluations with small Large Language Models

Ramesh Manuvinakurike, Saurav Sahay, Sangeeta Manepalli, Lama Nachman

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted at RoF0Mo workshop at Neurips 2023

2311.13562 2023-11-30 cs.CV cs.AI 88%

Soulstyler: Using Large Language Model to Guide Image Style Transfer for Target Object

Junhao Chen, Peng Rong, Jingbo Sun, Chao Li, Xiang Li, Hongwu Lv

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments 5 pages,3 figures,ICASSP2024

2311.14838 2023-11-28 cs.CL 88%

OpusCleaner and OpusTrainer, open source toolkits for training Machine Translation and Large language models

Nikolay Bogoychev, Jelmer van der Linde, Graeme Nail, Barry Haddow, Jaume Zaragoza-Bernabeu, Gema Ramírez-Sánchez, Lukas Weymann, Tudor Nicolae Mateiu, Jindřich Helcl, Mikko Aulamo

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Code on Github: https://github.com/hplt-project/OpusCleaner and https://github.com/hplt-project/OpusTrainer

2311.13051 2023-11-23 cs.AI cs.HC 88%

Latent Lab: Large Language Models for Knowledge Exploration

Kevin Dunnell, Trudy Painter, Andrew Stoddard, Andy Lippman

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Journal ref International Conference on Computational Creativity, 2023, 417-421

1. 其他LLM 12157 篇

Revisiting subword tokenization: A case study on affixal negation in large language models

EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling

Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training

Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models

Do large language models resemble humans in language use?

Towards Enabling FAIR Dataspaces Using Large Language Models

Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming

A Study of Vulnerability Repair in JavaScript Programs with Large Language Models

Large Language Models to Generate System-Level Test Programs Targeting Non-functional Properties

BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings

Luminate: Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation

Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models

Enhancing Cloud-Based Large Language Model Processing with Elasticsearch and Transformer Models

Prompt Stealing Attacks Against Large Language Models

Large Language Models for Stemming: Promises, Pitfalls and Failures

Large Language Models for the Automated Analysis of Optimization Algorithms

The World of Generative AI: Deepfakes and Large Language Models

Style Vectors for Steering Generative Large Language Model

Prospects for inconsistency detection using large language models and sheaves

Enhancing Document-level Translation of Large Language Model via Translation Mixed-instructions

Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models

The Persuasive Power of Large Language Models

LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces

PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models

Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments

Zero-shot Conversational Summarization Evaluations with small Large Language Models

Soulstyler: Using Large Language Model to Guide Image Style Transfer for Target Object

OpusCleaner and OpusTrainer, open source toolkits for training Machine Translation and Large language models

Latent Lab: Large Language Models for Knowledge Exploration