语言大模型 / LLM - arXivDaily 专题

2408.04477 2024-08-09 cs.SE 85%

What You Need is What You Get: Theory of Mind for an LLM-Based Code Understanding Assistant

Jonan Richards, Mairieli Wessel

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

Comments Accepted at the NIER track of the International Conference on Software Maintenance and Evolution (ICSME), 2024

2408.03876 2024-08-08 cs.HC 85%

From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems

Leixian Shen, Haotian Li, Yun Wang, Huamin Qu

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

Comments 6 pages, 2 figures, IEEE VIS 2024 Gen4DS Workshop

2408.00878 2024-08-05 cs.IR 85%

Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion

Anton Korikov, George Saad, Ethan Baron, Mustafa Khan, Manav Shah, Scott Sanner

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

2402.10908 2024-08-02 cs.CL cs.AI cs.HC cs.LG 85%

LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration

Hakan T. Otal, M. Abdullah Canbaz

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

2407.17129 2024-07-25 cs.CY 85%

Mapping the individual, social, and biospheric impacts of Foundation Models

Andrés Domínguez Hernández, Shyam Krishna, Antonella Maia Perini, Michael Katell, SJ Bennett, Ann Borda, Youmna Hashem, Semeli Hadjiloizou, Sabeehah Mahomed, Smera Jayadeva, Mhairi Aitken, David Leslie

专题命中其他LLM ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)

Comments ACM Conference on Fairness, Accountability, and Transparency (FAccT '24). Association for Computing Machinery, New York, NY, USA, 776-796

Journal ref In Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24). Association for Computing Machinery, New York, NY, USA, 776-796

2212.11281 2024-07-16 cs.CL cs.AI cs.LG 85%

Language models are better than humans at next-token prediction

Buck Shlegeris, Fabien Roger, Lawrence Chan, Euan McLean

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

Comments Edit: TMLR 2024, more analysis of the results were added

2407.09044 2024-07-15 cs.RO 85%

Sensorimotor Attention and Language-based Regressions in Shared Latent Variables for Integrating Robot Motion Learning and LLM

Kanata Suzuki, Tetsuya Ogata

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

Comments 7 pages, 8 figures, accepted at IROS 2024

2407.08924 2024-07-15 cs.CR 85%

Disassembling Obfuscated Executables with LLM

Huanyao Rong, Yue Duan, Hang Zhang, XiaoFeng Wang, Hongbo Chen, Shengchen Duan, Shen Wang

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

2406.16829 2024-07-09 cs.CL cs.AI cs.LG 85%

Understanding and Mitigating Tokenization Bias in Language Models

Buu Phan, Marton Havasi, Matthew Muckley, Karen Ullrich

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

2403.15943 2024-06-14 cs.CV 85%

Advanced Feature Manipulation for Enhanced Change Detection Leveraging Natural Language Models

Zhenglin Li, Yangchen Huang, Mengran Zhu, Jingyu Zhang, JingHao Chang, Houze Liu

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

Comments This version is not our full version based on our new progress, related data, and methodology we are dealing with, and based on the rules and the laws, we are adjusting our current version

2406.08802 2024-06-14 eess.AS cs.SD 85%

DubWise: Video-Guided Speech Duration Control in Multimodal LLM-based Text-to-Speech for Dubbing

Neha Sahipjohn, Ashishkumar Gudmalwar, Nirmesh Shah, Pankaj Wasnik, Rajiv Ratn Shah

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

Comments Accepted at INTERSPEECH 2024

2406.00522 2024-06-05 eess.AS cs.SD 85%

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

Keqi Deng, Guangzhi Sun, Philip C. Woodland

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

2405.16081 2024-05-28 cs.SE cs.HC 85%

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Ningzhi Tang, Meng Chen, Zheng Ning, Aakash Bansal, Yu Huang, Collin McMillan, Toby Jia-Jun Li

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

2405.10989 2024-05-21 cs.LG cs.AI cs.CL cs.CR 85%

Learnable Privacy Neurons Localization in Language Models

Ruizhe Chen, Tianxiang Hu, Yang Feng, Zuozhu Liu

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

Comments ACL 2024 main conference

2405.04656 2024-05-09 cs.HC 85%

Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media

Zhuoran Lu, Sheshera Mysore, Tara Safavi, Jennifer Neville, Longqi Yang, Mengting Wan

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

2403.06845 2024-04-12 cs.CV 85%

DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Xinze Chen, Guan Huang, Xiaoyi Bao, Xingang Wang

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

Comments Project Page: https://drivedreamer2.github.io

2403.16159 2024-04-08 cs.HC 85%

Designing Child-Centric AI Learning Environments: Insights from LLM-Enhanced Creative Project-Based Learning

Siyu Zha, Yuehan Qiao, Qingyu Hu, Zhongsheng Li, Jiangtao Gong, Yingqing Xu

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

2312.05720 2024-03-19 cs.LG cs.AI cs.CL cs.CR 85%

Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning

Jianwei Li, Sheng Liu, Qi Lei

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

2403.06050 2024-03-12 cs.HC cs.CY cs.SE 85%

Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills

Paul Denny, David H. Smith, Max Fowler, James Prather, Brett A. Becker, Juho Leinonen

专题命中其他LLM ：prompting(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted to ITiCSE 2024

2212.03827 2024-03-05 cs.CL cs.AI cs.LG 85%

Discovering Latent Knowledge in Language Models Without Supervision

Collin Burns, Haotian Ye, Dan Klein, Jacob Steinhardt

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

Comments ICLR 2023

2402.17937 2024-02-29 cs.RO 85%

Can an LLM-Powered Socially Assistive Robot Effectively and Safely Deliver Cognitive Behavioral Therapy? A Study With University Students

Mina J. Kian, Mingyu Zong, Katrin Fischer, Abhyuday Singh, Anna-Maria Velentza, Pau Sang, Shriya Upadhyay, Anika Gupta, Misha A. Faruki, Wallace Browning, Sebastien M. R. Arnold, Bhaskar Krishnamachari, Maja J. Mataric

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

2402.00292 2024-02-02 cs.DB 85%

Effective Bug Detection in Graph Database Engines: An LLM-based Approach

Jiayi Wu, Zhengyu Wu, Ronghua Li, Hongchao Qin, Guoren Wang

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

2401.10184 2024-01-19 cs.IR cs.HC 85%

Comparing Traditional and LLM-based Search for Image Geolocation

Albatool Wazzan, Stephen MacNeil, Richard Souvenir

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

2401.02418 2024-01-05 cs.CV 85%

Learning to Prompt with Text Only Supervision for Vision-Language Models

Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Muzammal Naseer, Luc Van Gool, Federico Tombari

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

Comments Project Page: https://muzairkhattak.github.io/ProText/

2401.00994 2024-01-03 cs.CR 85%

Detection and Defense Against Prominent Attacks on Preconditioned LLM-Integrated Virtual Assistants

Chun Fai Chan, Daniel Wankit Yip, Aysan Esmradi

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

Comments Accepted to be published in the Proceedings of the 10th IEEE CSDE 2023, the Asia-Pacific Conference on Computer Science and Data Engineering 2023

2312.16633 2023-12-29 cs.HC 85%

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Advait Sarkar, Ian Drosos, Rob Deline, Andrew D. Gordon, Carina Negreanu, Sean Rintel, Jack Williams, Benjamin Zorn

专题命中其他LLM ：prompting(title,abstract)；large language model(abstract)；language model(abstract)

Comments Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023)

Journal ref Proceedings of the 34th Annual Conference of the Psychology of Programming Interest Group (PPIG 2023)

2311.03348 2023-11-27 cs.CL cs.AI cs.LG 85%

Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

Rusheb Shah, Quentin Feuillade--Montixi, Soroush Pour, Arush Tagade, Stephen Casper, Javier Rando

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

2307.03744 2023-11-10 cs.HC 85%

Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Sofia Eleni Spatharioti, David M. Rothschild, Daniel G. Goldstein, Jake M. Hofman

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

2310.02949 2023-10-05 cs.CL cs.AI cs.CR cs.LG 85%

Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models

Xianjun Yang, Xiao Wang, Qi Zhang, Linda Petzold, William Yang Wang, Xun Zhao, Dahua Lin

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

Comments Work in progress

2309.14049 2023-09-26 cs.HC 85%

How Novices Use LLM-Based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment

Majeed Kazemitabaar, Xinying Hou, Austin Henley, Barbara J. Ericson, David Weintrop, Tovi Grossman

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

Comments 12 pages, Peer-Reviewed, Accepted for publication in the proceedings of the 2023 ACM Koli Calling International Conference on Computing Education Research

1. 其他LLM 12169 篇

What You Need is What You Get: Theory of Mind for an LLM-Based Code Understanding Assistant

From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems

Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion

LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration

Mapping the individual, social, and biospheric impacts of Foundation Models

Language models are better than humans at next-token prediction

Sensorimotor Attention and Language-based Regressions in Shared Latent Variables for Integrating Robot Motion Learning and LLM

Disassembling Obfuscated Executables with LLM

Understanding and Mitigating Tokenization Bias in Language Models

Advanced Feature Manipulation for Enhanced Change Detection Leveraging Natural Language Models

DubWise: Video-Guided Speech Duration Control in Multimodal LLM-based Text-to-Speech for Dubbing

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Learnable Privacy Neurons Localization in Language Models

Corporate Communication Companion (CCC): An LLM-empowered Writing Assistant for Workplace Social Media

DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Designing Child-Centric AI Learning Environments: Insights from LLM-Enhanced Creative Project-Based Learning

Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning

Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills

Discovering Latent Knowledge in Language Models Without Supervision

Can an LLM-Powered Socially Assistive Robot Effectively and Safely Deliver Cognitive Behavioral Therapy? A Study With University Students

Effective Bug Detection in Graph Database Engines: An LLM-based Approach

Comparing Traditional and LLM-based Search for Image Geolocation

Learning to Prompt with Text Only Supervision for Vision-Language Models

Detection and Defense Against Prominent Attacks on Preconditioned LLM-Integrated Virtual Assistants

Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows

Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Shadow Alignment: The Ease of Subverting Safely-Aligned Language Models

How Novices Use LLM-Based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment