语言大模型 / LLM - arXivDaily 专题

2401.00991 2024-01-03 cs.CR 89%

A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

Daniel Wankit Yip, Aysan Esmradi, Chun Fai Chan

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(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

2312.17343 2024-01-01 cs.CL cs.AI cs.LG cs.MM cs.SD eess.AS 89%

AQUALLM: Audio Question Answering Data Generation Using Large Language Models

Swarup Ranjan Behera, Krishna Mohan Injeti, Jaya Sai Kiran Patibandla, Praveen Kumar Pokala, Balakrishna Reddy Pailla

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2312.10982 2023-12-19 cs.CR 89%

A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models

Aysan Esmradi, Daniel Wankit Yip, Chun Fai Chan

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted to be published in the Proceedings of the 3rd International Conference on Ubiquitous Security 2023 (UbiSec-2023)

2312.04860 2023-12-11 cs.SE 89%

Are We Testing or Being Tested? Exploring the Practical Applications of Large Language Models in Software Testing

Robson Santos, Italo Santos, Cleyton Magalhaes, Ronnie de Souza Santos

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2311.14580 2023-11-27 cs.CV 89%

Large Language Models as Automated Aligners for benchmarking Vision-Language Models

Yuanfeng Ji, Chongjian Ge, Weikai Kong, Enze Xie, Zhengying Liu, Zhengguo Li, Ping Luo

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

2311.08400 2023-11-15 cs.CV 89%

Towards Open-Ended Visual Recognition with Large Language Model

Qihang Yu, Xiaohui Shen, Liang-Chieh Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2310.09624 2023-11-14 cs.CL cs.AI cs.LG 89%

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models

Alex Mei, Sharon Levy, William Yang Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments In Findings of the 2023 Conference on Empirical Methods in Natural Language Processing

2310.03533 2023-11-14 cs.SE 89%

Large Language Models for Software Engineering: Survey and Open Problems

Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, Jie M. Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2306.11167 2023-11-10 cs.CL cs.AI cs.LG 89%

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset

Saeid Naeini, Raeid Saqur, Mozhgan Saeidi, John Giorgi, Babak Taati

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments v4,v3: Mincor cosmetic adjustments, typo-fixes etc. from V2. Fixed Fig. 2 caption overlapping with text in S2.2. V2: with added OCW-Randomized and OCW-WordNet results in Section 4.3 (added). 22 pages with Appendix

2311.04124 2023-11-08 cs.CL cs.AI cs.LG 89%

Unveiling Safety Vulnerabilities of Large Language Models

George Kour, Marcel Zalmanovici, Naama Zwerdling, Esther Goldbraich, Ora Nova Fandina, Ateret Anaby-Tavor, Orna Raz, Eitan Farchi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments To be published in GEM workshop. Conference on Empirical Methods in Natural Language Processing (EMNLP). 2023

2309.01957 2023-10-31 cs.DB 89%

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 10 pages, 7 figures

Journal ref 2023 IEEE International Conference on Big Data

2305.13735 2023-10-24 cs.CL cs.AI cs.LG 89%

Aligning Large Language Models through Synthetic Feedback

Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Donghyun Kwak, Kang Min Yoo, Minjoon Seo

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to EMNLP 2023 main conference

2310.11593 2023-10-19 cs.CL cs.AI cs.LG 89%

Automated Evaluation of Personalized Text Generation using Large Language Models

Yaqing Wang, Jiepu Jiang, Mingyang Zhang, Cheng Li, Yi Liang, Qiaozhu Mei, Michael Bendersky

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2310.10176 2023-10-17 cs.CL cs.AI cs.LG 89%

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT

Xiaoshuai Song, Keqing He, Pei Wang, Guanting Dong, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accpeted to EMNLP 2023 (Main Conference)

2310.05727 2023-10-10 cs.CL cs.AI cs.LG cs.SE 89%

The Program Testing Ability of Large Language Models for Code

Weimin Xiong, Yiwen Guo, Hao Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2304.10592 2023-10-03 cs.CV 89%

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, Mohamed Elhoseiny

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Project Website: https://minigpt-4.github.io/; Code, Pretrained Model, and Dataset: https://github.com/Vision-CAIR/MiniGPT-4; Deyao Zhu and Jun Chen contributed equally to this work

2309.16021 2023-09-29 cs.CR 89%

HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Tarek Ali, Panos Kostakos

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2309.10895 2023-09-21 cs.HC cs.MA 89%

Large Language Models as Agents in the Clinic

Nikita Mehandru, Brenda Y. Miao, Eduardo Rodriguez Almaraz, Madhumita Sushil, Atul J. Butte, Ahmed Alaa

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 4 pages

2307.13204 2023-09-21 cs.RO 89%

GraspGPT: Leveraging Semantic Knowledge from a Large Language Model for Task-Oriented Grasping

Chao Tang, Dehao Huang, Wenqi Ge, Weiyu Liu, Hong Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 15 pages, 8 figures

2308.01191 2023-08-08 cs.SE 89%

Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey

Shihan Dou, Junjie Shan, Haoxiang Jia, Wenhao Deng, Zhiheng Xi, Wei He, Yueming Wu, Tao Gui, Yang Liu, Xuanjing Huang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 13 pages, 3 figures

2308.00675 2023-08-02 cs.CL cs.AI cs.CV cs.LG 89%

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2307.12701 2023-07-25 cs.DB 89%

Leveraging Large Language Models (LLMs) for Process Mining (Technical Report)

Alessandro Berti, Mahnaz Sadat Qafari

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

2305.12907 2023-05-23 cs.CL cs.AI cs.LG 89%

Meta-in-context learning in large language models

Julian Coda-Forno, Marcel Binz, Zeynep Akata, Matthew Botvinick, Jane X. Wang, Eric Schulz

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2212.10846 2023-05-09 cs.CV cs.MM 89%

From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models

Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments CVPR 2023 Camera Ready Version

2304.06638 2023-04-14 cs.CL cs.AI cs.CY cs.LG 89%

How Useful are Educational Questions Generated by Large Language Models?

Sabina Elkins, Ekaterina Kochmar, Jackie C. K. Cheung, Iulian Serban

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to AIED Late Breaking Results 2023 - to be published in their proceedings

2303.17071 2023-03-31 cs.CL cs.AI cs.LG 89%

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents

Varun Nair, Elliot Schumacher, Geoffrey Tso, Anitha Kannan

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2302.07080 2023-02-15 cs.HC 89%

The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development

Steven I. Ross, Fernando Martinez, Stephanie Houde, Michael Muller, Justin D. Weisz

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 43 pages, 3 figures. To be published in IUI 2023

2212.02291 2022-12-06 cs.CV 89%

I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification

Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2411.01195 2024-11-05 cs.CL cs.LG 89%

Transfer Learning for Finetuning Large Language Models

Tobias Strangmann, Lennart Purucker, Jörg K. H. Franke, Ivo Rapant, Fabio Ferreira, Frank Hutter

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG；foundation model(comments)

Comments Accepted at NeurIPS 2024 Workshop on Adaptive Foundation Models

2409.19951 2024-10-04 cs.AI cs.CL cs.CV 89%

Law of the Weakest Link: Cross Capabilities of Large Language Models

Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI；LLM(comments)

Comments Data, Code, & Benchmark: www.llm-cross-capabilities.org

1. 评测与基准 32096 篇

A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

AQUALLM: Audio Question Answering Data Generation Using Large Language Models

A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models

Are We Testing or Being Tested? Exploring the Practical Applications of Large Language Models in Software Testing

Large Language Models as Automated Aligners for benchmarking Vision-Language Models

Towards Open-Ended Visual Recognition with Large Language Model

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models

Large Language Models for Software Engineering: Survey and Open Problems

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset

Unveiling Safety Vulnerabilities of Large Language Models

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

Aligning Large Language Models through Synthetic Feedback

Automated Evaluation of Personalized Text Generation using Large Language Models

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT

The Program Testing Ability of Large Language Models for Code

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Large Language Models as Agents in the Clinic

GraspGPT: Leveraging Semantic Knowledge from a Large Language Model for Task-Oriented Grasping

Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Leveraging Large Language Models (LLMs) for Process Mining (Technical Report)

Meta-in-context learning in large language models

From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models

How Useful are Educational Questions Generated by Large Language Models?

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents

The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development

I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification

Transfer Learning for Finetuning Large Language Models

Law of the Weakest Link: Cross Capabilities of Large Language Models