语言大模型 / LLM - arXivDaily 专题

2402.01740 2024-06-18 cs.CL cs.AI 90%

Reducing Selection Bias in Large Language Models

J. E. Eicher, R. F. Irgolič

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 28 pages, 23 figures

2310.03684 2024-06-17 cs.LG cs.AI stat.ML 90%

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas

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

2402.16906 2024-06-12 cs.SE cs.AI cs.CL 90%

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Li Zhong, Zilong Wang, Jingbo Shang

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 Preprint

2406.03009 2024-06-06 cs.CL cs.AI 90%

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi 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

Comments Accepted as a long findings paper at ACL 2024

2402.04411 2024-06-04 cs.CL cs.LG 90%

DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton

Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen

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 Accepted to ICML 2024

2406.00025 2024-06-04 cs.CL cs.AI 90%

SCALM: Towards Semantic Caching for Automated Chat Services with Large Language Models

Jiaxing Li, Chi Xu, Feng Wang, Isaac M von Riedemann, Cong Zhang, Jiangchuan 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

2405.17505 2024-05-29 cs.LG cs.CL 90%

Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models

Tingting Chen, Shijing Si

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 13 pages, 11 figures, 39 references

2405.11891 2024-05-21 cs.CL cs.AI 90%

Unveiling and Manipulating Prompt Influence in Large Language Models

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi 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 ICLR 2024

2403.00813 2024-05-21 cs.CL cs.AI cs.CY 90%

UrbanGPT: Spatio-Temporal Large Language Models

Zhonghang Li, Lianghao Xia, Jiabin Tang, Yong Xu, Lei Shi, Long Xia, Dawei Yin, Chao 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

Comments Accepted by KDD'2024 as Full Paper

2405.09279 2024-05-16 cs.CL cs.AI 90%

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection

Dylan Phelps, Thomas Pickard, Maggie Mi, Edward Gow-Smith, Aline Villavicencio

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 Presented at the MWE-UD Workshop at LREC-COLING 2024

2402.12563 2024-05-14 cs.CL cs.AI 90%

Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models

Loka Li, Zhenhao Chen, Guangyi Chen, Yixuan Zhang, Yusheng Su, Eric Xing, Kun Zhang

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 12 figures, 9 tables

2405.07495 2024-05-14 cs.CL cs.AI 90%

MacBehaviour: An R package for behavioural experimentation on large language models

Xufeng Duan, Shixuan Li, Zhenguang G. Cai1

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 11 pages

2405.06715 2024-05-14 cs.CL cs.AI 90%

Enhancing Creativity in Large Language Models through Associative Thinking Strategies

Pronita Mehrotra, Aishni Parab, Sumit Gulwani

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

2309.13063 2024-05-13 cs.IR cs.AI cs.CL 90%

Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies

Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Scott Counts, Sarkar Snigdha Sarathi Das, Ali Montazer, Sathish Manivannan, Jennifer Neville, Xiaochuan Ni, Nagu Rangan, Tara Safavi, Siddharth Suri, Mengting Wan, Leijie Wang, Longqi Yang

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

2405.03688 2024-05-07 cs.CL cs.LG 90%

Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames

Keith Burghardt, Kai Chen, Kristina Lerman

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 15 pages, 9 figures

2405.01581 2024-05-06 cs.CL cs.AI 90%

The Mercurial Top-Level Ontology of Large Language Models

Nele Köhler, Fabian Neuhaus

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

2405.00492 2024-05-02 cs.CL cs.AI 90%

Is Temperature the Creativity Parameter of Large Language Models?

Max Peeperkorn, Tom Kouwenhoven, Dan Brown, Anna Jordanous

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 be published in the Proceedings of the 15th International Conference on Computational Creativity (ICCC'24), 8 pages, 2 figures, 2 tables

2404.17642 2024-04-30 cs.CL cs.AI 90%

Empowering Large Language Models for Textual Data Augmentation

Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee

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

2404.11446 2024-04-18 cs.CL cs.AI cs.CY 90%

Open-Ended Wargames with Large Language Models

Daniel P. Hogan, Andrea Brennen

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 15 pages, 2 figures

2404.08677 2024-04-16 cs.IR cs.AI cs.CL 90%

PMG : Personalized Multimodal Generation with Large Language Models

Xiaoteng Shen, Rui Zhang, Xiaoyan Zhao, Jieming Zhu, Xi Xiao

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

2310.14540 2024-04-16 cs.CL cs.AI 90%

Evaluating Spatial Understanding of Large Language Models

Yutaro Yamada, Yihan Bao, Andrew K. Lampinen, Jungo Kasai, Ilker Yildirim

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 to TMLR 2024. Our code and data are available at https://github.com/runopti/SpatialEvalLLM, https://huggingface.co/datasets/yyamada/SpatialEvalLLM

2404.03746 2024-04-08 cs.IR cs.AI cs.CL 90%

GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation

Kaustubh Dhole, Eugene Agichtein

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

Comments Accepted at ECIR 2024

2404.03114 2024-04-05 cs.SE cs.AI cs.CL 90%

Testing the Effect of Code Documentation on Large Language Model Code Understanding

William Macke, Michael Doyle

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, 5 figures, 2 tables. Accepted as a Findings paper in the "Generation" track to NAACL 2024. MITRE Public Release Case Number 23-4132

2310.00117 2024-03-28 cs.HC cs.AI cs.LG 90%

ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models

Mohi Reza, Nathan Laundry, Ilya Musabirov, Peter Dushniku, Zhi Yuan "Michael" Yu, Kashish Mittal, Tovi Grossman, Michael Liut, Anastasia Kuzminykh, Joseph Jay Williams

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 CHI 2024

2403.18148 2024-03-28 cs.CL cs.AI 90%

Large Language Models Produce Responses Perceived to be Empathic

Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong

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

2403.14727 2024-03-25 cs.CY cs.CL cs.LG 90%

Protected group bias and stereotypes in Large Language Models

Hadas Kotek, David Q. Sun, Zidi Xiu, Margit Bowler, Christopher Klein

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

2401.01989 2024-03-20 cs.CL cs.AI 90%

Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias

Anshuman Chhabra, Hadi Askari, Prasant Mohapatra

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 to NAACL 2024 Main Conference

2403.09795 2024-03-18 cs.CR cs.AI cs.CL 90%

Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention

Ellie Prosser, Matthew Edwards

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

2403.05578 2024-03-12 cs.HC cs.AI cs.CV cs.IR cs.LG 90%

Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners

Shanu Vashishtha, Abhinav Prakash, Lalitesh Morishetti, Kaushiki Nag, Yokila Arora, Sushant Kumar, Kannan Achan

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 10 pages

2403.00290 2024-03-04 cs.IT cs.AI cs.LG math.IT 90%

Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off

Bhavani A Madhabhavi, Gangadhar Karevvanavar, Rajshekhar V Bhat, Nikolaos Pappas

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

1. 其他LLM 12169 篇

Reducing Selection Bias in Large Language Models

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton

SCALM: Towards Semantic Caching for Automated Chat Services with Large Language Models

Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models

Unveiling and Manipulating Prompt Influence in Large Language Models

UrbanGPT: Spatio-Temporal Large Language Models

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection

Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models

MacBehaviour: An R package for behavioural experimentation on large language models

Enhancing Creativity in Large Language Models through Associative Thinking Strategies

Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies

Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames

The Mercurial Top-Level Ontology of Large Language Models

Is Temperature the Creativity Parameter of Large Language Models?

Empowering Large Language Models for Textual Data Augmentation

Open-Ended Wargames with Large Language Models

PMG : Personalized Multimodal Generation with Large Language Models

Evaluating Spatial Understanding of Large Language Models

GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation

Testing the Effect of Code Documentation on Large Language Model Code Understanding

ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models

Large Language Models Produce Responses Perceived to be Empathic

Protected group bias and stereotypes in Large Language Models

Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias

Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention

Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners

Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off