语言大模型 / LLM - arXivDaily 专题

2307.10811 2024-03-01 cs.HC cs.AI cs.CL 90%

"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models

Qian Wan, Siying Hu, Yu Zhang, Piaohong Wang, Bo Wen, Zhicong Lu

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

Comments To appear at ACM CSCW 2024; Accepted to PACM HCI (CSCW); 25 pages, 2 figures

Journal ref Proc. ACM Hum.-Comput. Interact. 8, CSCW1, Article 84 (2024)

2309.16639 2024-02-29 cs.CL cs.AI cs.HC 90%

MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention

Ruolan Wu, Chun Yu, Xiaole Pan, Yujia Liu, Ningning Zhang, Yue Fu, Yuhan Wang, Zhi Zheng, Li Chen, Qiaolei Jiang, Xuhai Xu, Yuanchun Shi

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

Comments Published at ACM CHI'24

2402.16717 2024-02-27 cs.CL cs.AI cs.CR 90%

CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Huijie Lv, Xiao Wang, Yuansen Zhang, Caishuang Huang, Shihan Dou, Junjie Ye, Tao Gui, Qi Zhang, Xuanjing Huang

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

2402.15690 2024-02-27 cs.CL cs.AI 90%

Foot In The Door: Understanding Large Language Model Jailbreaking via Cognitive Psychology

Zhenhua Wang, Wei Xie, Baosheng Wang, Enze Wang, Zhiwen Gui, Shuoyoucheng Ma, Kai Chen

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

2402.14179 2024-02-23 cs.CL cs.AI 90%

Bangla AI: A Framework for Machine Translation Utilizing Large Language Models for Ethnic Media

MD Ashraful Goni, Fahad Mostafa, Kerk F. Kee

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

Comments 7 Pages, 1 figure

2402.13926 2024-02-22 cs.CL cs.AI 90%

Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content

Federico Bianchi, James Zou

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

2402.06360 2024-02-12 cs.IR cs.AI cs.CL 90%

CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models

Peiyuan Gong, Jiamian Li, Jiaxin Mao

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

Comments 4 pages, demo

2305.13954 2024-02-06 cs.CL cs.AI 90%

Robust Prompt Optimization for Large Language Models Against Distribution Shifts

Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua

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

Comments EMNLP 2023 Main

2402.01053 2024-02-05 cs.CL cs.AI 90%

Plan-Grounded Large Language Models for Dual Goal Conversational Settings

Diogo Glória-Silva, Rafael Ferreira, Diogo Tavares, David Semedo, João Magalhães

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

2402.00898 2024-02-05 cs.CR cs.CL cs.LG 90%

An Early Categorization of Prompt Injection Attacks on Large Language Models

Sippo Rossi, Alisia Marianne Michel, Raghava Rao Mukkamala, Jason Bennett Thatcher

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

Comments 21 pages double spacing

2307.03393 2024-01-17 cs.LG cs.AI 90%

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

Zhikai Chen, Haitao Mao, Hang Li, Wei Jin, Hongzhi Wen, Xiaochi Wei, Shuaiqiang Wang, Dawei Yin, Wenqi Fan, Hui Liu, Jiliang Tang

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

Comments To be appear on SIGKDD Explorations

2401.02575 2024-01-08 cs.SI cs.AI cs.LG 90%

Large Language Models for Social Networks: Applications, Challenges, and Solutions

Jingying Zeng, Richard Huang, Waleed Malik, Langxuan Yin, Bojan Babic, Danny Shacham, Xiao Yan, Jaewon Yang, Qi He

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

2312.14202 2023-12-25 cs.CL cs.AI 90%

Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models

Yang Lu, Jordan Yu, Shou-Hsuan Stephen Huang

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

2310.12439 2023-12-19 cs.CL cs.AI 90%

PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models

Hongwei Yao, Jian Lou, Zhan Qin

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

Comments To Appear in IEEE ICASSP 2024, code is available at: https://github.com/grasses/PoisonPrompt

2310.19813 2023-12-11 cs.SE cs.AI cs.LG cs.NE 90%

Enhancing Genetic Improvement Mutations Using Large Language Models

Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania

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

Comments Accepted for publication at the Symposium on Search-Based Software Engineering (SSBSE) 2023

Journal ref Arcaini, P., Yue, T., Fredericks, E.M. (eds) Search-Based Software Engineering. SSBSE 2023. Lecture Notes in Computer Science, vol 14415. Springer, Cham

2310.18332 2023-11-28 cs.CL cs.AI cs.CV cs.GR 90%

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang, Xianhui Lin, Xiaoyang Kang, Zengke Jin, Yusen Hu, Bin Luo, Yifeng Geng, Xuansong Xie, Jingren Zhou

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

Comments Accepted by EMNLP 2023, 10 pages, 11 figures, 1 table, the system is at https://www.modelscope.cn/studios/WordArt/WordArt

2308.00113 2023-11-09 cs.CL cs.AI 90%

Three Bricks to Consolidate Watermarks for Large Language Models

Pierre Fernandez, Antoine Chaffin, Karim Tit, Vivien Chappelier, Teddy Furon

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

Comments Published at WIFS 2023. Code at https://github.com/facebookresearch/three_bricks - webpage at https://pierrefdz.github.io/publications/threebricks/

2212.01488 2023-10-27 cs.CL cs.AI 90%

Event knowledge in large language models: the gap between the impossible and the unlikely

Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan Selena She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci

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

Comments The two lead authors have contributed equally to this work

2305.14235 2023-10-24 cs.CL cs.AI 90%

Multilingual Large Language Models Are Not (Yet) Code-Switchers

Ruochen Zhang, Samuel Cahyawijaya, Jan Christian Blaise Cruz, Genta Indra Winata, Alham Fikri Aji

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

Comments Accepted at EMNLP 2023

2310.11252 2023-10-18 cs.CL cs.AI cs.HC 90%

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges

Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady

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

Comments 9 pages paper, 2 pages references, 7 figures

2310.10021 2023-10-18 cs.RO cs.AI cs.LG 90%

Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim

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

Comments CoRL 2023 (Oral); 24 pages, 11 figures

2305.01639 2023-10-03 cs.LG cs.AI cs.CR 90%

Privacy-Preserving In-Context Learning for Large Language Models

Tong Wu, Ashwinee Panda, Jiachen T. Wang, Prateek Mittal

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

2309.13638 2023-09-26 cs.CL cs.AI 90%

Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

R. Thomas McCoy, Shunyu Yao, Dan Friedman, Matthew Hardy, Thomas L. Griffiths

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

Comments 50 pages plus 11 page of references and 23 pages of appendices

2309.01664 2023-09-06 cs.CL cs.AI cs.HC 90%

Fine-grained Affective Processing Capabilities Emerging from Large Language Models

Joost Broekens, Bernhard Hilpert, Suzan Verberne, Kim Baraka, Patrick Gebhard, Aske Plaat

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

2309.01660 2023-09-06 cs.CL cs.AI 90%

Unveiling Theory of Mind in Large Language Models: A Parallel to Single Neurons in the Human Brain

Mohsen Jamali, Ziv M. Williams, Jing Cai

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

2308.11761 2023-08-24 cs.CL cs.AI 90%

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases

Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang

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

Comments 21 pages, 10 figures

2308.07305 2023-08-15 cs.CL cs.AI 90%

Neural Authorship Attribution: Stylometric Analysis on Large Language Models

Tharindu Kumarage, Huan Liu

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

2307.15717 2023-08-01 cs.CL cs.AI cs.DB 90%

Utilizing Large Language Models for Natural Interface to Pharmacology Databases

Hong Lu, Chuan Li, Yinheng Li, Jie Zhao

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

Comments BIOKDD 2023 abstract track

2306.09308 2023-06-16 cs.CL cs.AI cs.CR 90%

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models

Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo

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

2306.07195 2023-06-13 cs.CL cs.AI 90%

Large language models and (non-)linguistic recursion

Maksymilian Dąbkowski, Gašper Beguš

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

1. 其他LLM 12169 篇

"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models

MindShift: Leveraging Large Language Models for Mental-States-Based Problematic Smartphone Use Intervention

CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models

Foot In The Door: Understanding Large Language Model Jailbreaking via Cognitive Psychology

Bangla AI: A Framework for Machine Translation Utilizing Large Language Models for Ethnic Media

Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content

CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models

Robust Prompt Optimization for Large Language Models Against Distribution Shifts

Plan-Grounded Large Language Models for Dual Goal Conversational Settings

An Early Categorization of Prompt Injection Attacks on Large Language Models

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

Large Language Models for Social Networks: Applications, Challenges, and Solutions

Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models

PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models

Enhancing Genetic Improvement Mutations Using Large Language Models

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models

Three Bricks to Consolidate Watermarks for Large Language Models

Event knowledge in large language models: the gap between the impossible and the unlikely

Multilingual Large Language Models Are Not (Yet) Code-Switchers

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges

Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Privacy-Preserving In-Context Learning for Large Language Models

Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve

Fine-grained Affective Processing Capabilities Emerging from Large Language Models

Unveiling Theory of Mind in Large Language Models: A Parallel to Single Neurons in the Human Brain

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases

Neural Authorship Attribution: Stylometric Analysis on Large Language Models

Utilizing Large Language Models for Natural Interface to Pharmacology Databases

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models

Large language models and (non-)linguistic recursion