语言大模型 / LLM - arXivDaily 专题

2406.06729 2024-06-12 cs.IR cs.AI cs.CL 88%

Synthetic Query Generation using Large Language Models for Virtual Assistants

Sonal Sannigrahi, Thiago Fraga-Silva, Youssef Oualil, Christophe Van Gysel

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

Comments SIGIR '24. The 47th International ACM SIGIR Conference on Research & Development in Information Retrieval

2406.06596 2024-06-12 cs.CL cs.AI cs.DB 88%

Are Large Language Models the New Interface for Data Pipelines?

Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe, Mustafa Jarrar, Samira Maghool, Florence Sèdes, Soror Sahri, Maurice Van Keulen

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

2406.04064 2024-06-07 cs.CL cs.AI cs.CY 88%

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Jisu Shin, Hoyun Song, Huije Lee, Soyeong Jeong, Jong C. Park

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

Comments Findings of ACL 2024

2405.17345 2024-06-07 cs.AI cs.CL 88%

Exploring and steering the moral compass of Large Language Models

Alejandro Tlaie

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

2405.11577 2024-06-05 cs.CL cs.AI 88%

A Multi-Perspective Analysis of Memorization in Large Language Models

Bowen Chen, Namgi Han, Yusuke Miyao

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

2405.20624 2024-06-03 cs.CL cs.AI 88%

Leveraging Large Language Models for Entity Matching

Qianyu Huang, Tongfang Zhao

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

2405.19032 2024-05-30 cs.AI cs.LG cs.PL cs.SE 88%

Large Language Models for Code Summarization

Balázs Szalontai, Gergő Szalay, Tamás Márton, Anna Sike, Balázs Pintér, Tibor Gregorics

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

Comments technical report with 11 pages, 1 figure, 10 tables

2402.01822 2024-05-30 cs.CL cs.AI 88%

Building Guardrails for Large Language Models

Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang

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

Comments Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria. PMLR 235, 2024

2405.13015 2024-05-24 cs.CL cs.AI 88%

Assisted Debate Builder with Large Language Models

Elliot Faugier, Frédéric Armetta, Angela Bonifati, Bruno Yun

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

Comments 7 pages, 2 figures

2405.07076 2024-05-15 cs.CL cs.AI 88%

Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models

Edward Y. Chang

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

Comments 29 pages, 10 tables, 6 figures

2404.12744 2024-05-13 cs.CL cs.AI 88%

Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches

Pablo Biedma, Xiaoyuan Yi, Linus Huang, Maosong Sun, Xing Xie

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

Comments 16 pages, work in progress

2301.05843 2024-05-08 cs.HC cs.AI cs.CL 88%

Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data

Jing Wei, Sungdong Kim, Hyunhoon Jung, Young-Ho Kim

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

Comments 22 pages including Appendix, 7 figures, 7 tables. Accepted to PACM HCI (CSCW 2024)

Journal ref Proceedings of the ACM on Human-Computer Interaction, 2024, Volume 8, Issue CSCW1, Article No. 87

2306.14222 2024-05-07 cs.CL cs.AI q-fin.ST 88%

Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?

Haohan Zhang, Fengrui Hua, Chengjin Xu, Hao Kong, Ruiting Zuo, Jian Guo

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

2307.13085 2024-05-02 cs.CL cs.AI 88%

Making Metadata More FAIR Using Large Language Models

Sowmya S. Sundaram, Mark A. Musen

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

Journal ref DaMaLOS 2023

2404.17802 2024-04-30 cs.CL cs.AI 88%

Empirical Analysis of Dialogue Relation Extraction with Large Language Models

Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo

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

Comments IJCAI 2024

2404.16587 2024-04-26 cs.CL cs.AI 88%

Understanding Privacy Risks of Embeddings Induced by Large Language Models

Zhihao Zhu, Ninglu Shao, Defu Lian, Chenwang Wu, Zheng Liu, Yi Yang, Enhong Chen

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

2404.13571 2024-04-23 cs.LG cs.AI 88%

Test-Time Training on Graphs with Large Language Models (LLMs)

Jiaxin Zhang, Yiqi Wang, Xihong Yang, Siwei Wang, Yu Feng, Yu Shi, Ruicaho Ren, En Zhu, Xinwang Liu

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

2404.07434 2024-04-12 cs.LG cs.AI math.OC 88%

Data-Driven Portfolio Management for Motion Pictures Industry: A New Data-Driven Optimization Methodology Using a Large Language Model as the Expert

Mohammad Alipour-Vaezi, Kwok-Leung Tsui

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

2305.15047 2024-04-09 cs.CL cs.AI 88%

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Vivek Verma, Eve Fleisig, Nicholas Tomlin, Dan Klein

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

Comments NAACL 2024

2308.01263 2024-04-02 cs.CL cs.AI 88%

XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

Paul Röttger, Hannah Rose Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy

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

Comments Accepted at NAACL 2024 (Main Conference)

2403.13362 2024-04-02 cs.SI cs.AI cs.CL 88%

Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts

Hadi Askari, Anshuman Chhabra, Bernhard Clemm von Hohenberg, Michael Heseltine, Magdalena Wojcieszak

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

2310.04451 2024-03-22 cs.CL cs.AI 88%

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao

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

Comments Published as a conference paper at ICLR 2024. Code is available at https://github.com/SheltonLiu-N/AutoDAN

2308.14337 2024-03-15 cs.AI cs.CL 88%

Cognitive Effects in Large Language Models

Jonathan Shaki, Sarit Kraus, Michael Wooldridge

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

Comments Accepted and will be published in the ECAI conference

Journal ref ECAI 2023 pages 2105-2112

2402.18734 2024-03-01 cs.LG cs.CL cs.PF 88%

Priority Sampling of Large Language Models for Compilers

Dejan Grubisic, Chris Cummins, Volker Seeker, Hugh Leather

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

2402.15526 2024-02-27 cs.AI cs.LG 88%

Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models

Kaiwen Wei, Jingyuan Zhang, Hongzhi Zhang, Fuzheng Zhang, Di Zhang, Li Jin, Yue Yu

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

2305.11738 2024-02-22 cs.CL cs.AI 88%

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Zhibin Gou, Zhihong Shao, Yeyun Gong, Yelong Shen, Yujiu Yang, Nan Duan, Weizhu Chen

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

Comments ICLR 2024

2402.11243 2024-02-20 cs.CL cs.AI 88%

Can Large Language Models perform Relation-based Argument Mining?

Deniz Gorur, Antonio Rago, Francesca Toni

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

Comments 10 pages, 9 figures, submitted to ACL 2024

2309.12244 2024-02-20 cs.HC cs.AI cs.CL 88%

ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events

Woosuk Seo, Chanmo Yang, Young-Ho Kim

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

Comments 20 pages, 5 figures, 2 tables; Accepted at ACM CHI 2024. More details at https://naver-ai.github.io/chacha/

Journal ref In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11-16, 2024, Honolulu, HI, USA. ACM, New York, NY, USA

2305.12707 2024-02-12 cs.CL cs.AI cs.CR 88%

Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage

Hanyin Shao, Jie Huang, Shen Zheng, Kevin Chen-Chuan Chang

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

Comments EACL 2024 Findings

2312.11441 2024-02-09 cs.LG cs.CL 88%

Social Learning: Towards Collaborative Learning with Large Language Models

Amirkeivan Mohtashami, Florian Hartmann, Sian Gooding, Lukas Zilka, Matt Sharifi, Blaise Aguera y Arcas

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

1. 其他LLM 12145 篇

Synthetic Query Generation using Large Language Models for Virtual Assistants

Are Large Language Models the New Interface for Data Pipelines?

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Exploring and steering the moral compass of Large Language Models

A Multi-Perspective Analysis of Memorization in Large Language Models

Leveraging Large Language Models for Entity Matching

Large Language Models for Code Summarization

Building Guardrails for Large Language Models

Assisted Debate Builder with Large Language Models

Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models

Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches

Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data

Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?

Making Metadata More FAIR Using Large Language Models

Empirical Analysis of Dialogue Relation Extraction with Large Language Models

Understanding Privacy Risks of Embeddings Induced by Large Language Models

Test-Time Training on Graphs with Large Language Models (LLMs)

Data-Driven Portfolio Management for Motion Pictures Industry: A New Data-Driven Optimization Methodology Using a Large Language Model as the Expert

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Cognitive Effects in Large Language Models

Priority Sampling of Large Language Models for Compilers

Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Can Large Language Models perform Relation-based Argument Mining?

ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events

Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage

Social Learning: Towards Collaborative Learning with Large Language Models