语言大模型 / LLM - arXivDaily 专题

2311.07585 2023-11-27 cs.CL cs.AI cs.CR 88%

Input Reconstruction Attack against Vertical Federated Large Language Models

Fei Zheng

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

2311.09668 2023-11-17 cs.CL cs.CR cs.LG 88%

Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring

Yuhang Li, Yihan Wang, Zhouxing Shi, Cho-Jui Hsieh

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

Comments Work in progress

2311.07099 2023-11-14 cs.CL cs.AI 88%

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning

Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky

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

2307.11772 2023-11-14 cs.IR cs.CL cs.LG 88%

AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models

Rui Zhang, Yixin Su, Bayu Distiawan Trisedya, Xiaoyan Zhao, Min Yang, Hong Cheng, Jianzhong Qi

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

Comments 14 pages, 5 figures, 4 tables, IEEE Transactions on Knowledge and Data Engineering

2310.20384 2023-11-01 cs.CL cs.AI 88%

Do large language models solve verbal analogies like children do?

Claire E. Stevenson, Mathilde ter Veen, Rochelle Choenni, Han L. J. van der Maas, Ekaterina Shutova

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

2310.13771 2023-10-24 cs.CL cs.AI 88%

Copyright Violations and Large Language Models

Antonia Karamolegkou, Jiaang Li, Li Zhou, Anders Søgaard

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

Comments EMNLP 2023

2310.05627 2023-10-11 cs.CL cs.LG q-fin.ST 88%

Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction

Yujie Ding, Shuai Jia, Tianyi Ma, Bingcheng Mao, Xiuze Zhou, Liuliu Li, Dongming Han

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

Comments 8 pages, International Joint Conferences on Artificial Intelligence

Journal ref International Joint Conferences on Artificial Intelligence,2023

2310.05481 2023-10-10 cs.CL cs.AI 88%

Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces

Usashi Chatterjee, Amit Gajbhiye, Steven Schockaert

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

Comments Accepted for EMNLP 2023

2310.03666 2023-10-06 cs.CL cs.AI 88%

MapperGPT: Large Language Models for Linking and Mapping Entities

Nicolas Matentzoglu, J. Harry Caufield, Harshad B. Hegde, Justin T. Reese, Sierra Moxon, Hyeongsik Kim, Nomi L. Harris, Melissa A Haendel, Christopher J. Mungall

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

2310.00637 2023-10-03 cs.AI cs.CL 88%

Knowledge Engineering using Large Language Models

Bradley P. Allen, Lise Stork, Paul Groth

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

Comments 19 pages, 2 figures, accepted in Transactions on Graph Data and Knowledge

2309.14425 2023-09-28 cs.RO cs.AI cs.CV cs.LG cs.SY eess.SY 88%

Self-Recovery Prompting: Promptable General Purpose Service Robot System with Foundation Models and Self-Recovery

Mimo Shirasaka, Tatsuya Matsushima, Soshi Tsunashima, Yuya Ikeda, Aoi Horo, So Ikoma, Chikaha Tsuji, Hikaru Wada, Tsunekazu Omija, Dai Komukai, Yutaka Matsuo Yusuke Iwasawa

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

Comments Website: https://sites.google.com/view/srgpsr

2309.11506 2023-09-22 cs.IR cs.AI cs.CL 88%

Matching Table Metadata with Business Glossaries Using Large Language Models

Elita Lobo, Oktie Hassanzadeh, Nhan Pham, Nandana Mihindukulasooriya, Dharmashankar Subramanian, Horst Samulowitz

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

Comments This paper is a work in progress with findings based on limited evidence. Please exercise discretion when interpreting the findings

2308.11764 2023-09-15 cs.CL cs.AI 88%

Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models

Mohamed Elaraby, Mengyin Lu, Jacob Dunn, Xueying Zhang, Yu Wang, Shizhu Liu, Pingchuan Tian, Yuping Wang, Yuxuan Wang

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

2309.05142 2023-09-12 cs.CL cs.AI 88%

Large Language Models for Difficulty Estimation of Foreign Language Content with Application to Language Learning

Michalis Vlachos, Mircea Lungu, Yash Raj Shrestha, Johannes-Rudolf David

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

2309.00254 2023-09-04 cs.LG cs.CL cs.CR 88%

Why do universal adversarial attacks work on large language models?: Geometry might be the answer

Varshini Subhash, Anna Bialas, Weiwei Pan, Finale Doshi-Velez

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

Comments 2nd AdvML Frontiers Workshop at 40th International Conference on Machine Learning, Honolulu, Hawaii, USA, 2023

2308.15192 2023-08-30 cs.AI cs.CL 88%

Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals

Guanghui Fu, Qing Zhao, Jianqiang Li, Dan Luo, Changwei Song, Wei Zhai, Shuo Liu, Fan Wang, Yan Wang, Lijuan Cheng, Juan Zhang, Bing Xiang Yang

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

2308.14199 2023-08-29 cs.AI cs.CL 88%

Symbolic and Language Agnostic Large Language Models

Walid S. Saba

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

Comments 4 pages - draft. arXiv admin note: substantial text overlap with arXiv:2306.00017

2308.11891 2023-08-29 cs.CL cs.AI 88%

Bridging the Gap: Deciphering Tabular Data Using Large Language Model

Hengyuan Zhang, Peng Chang, Zongcheng Ji

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

2308.12247 2023-08-24 cs.LG cs.CL 88%

How to Protect Copyright Data in Optimization of Large Language Models?

Timothy Chu, Zhao Song, Chiwun Yang

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

2308.06502 2023-08-15 cs.CL cs.AI 88%

Three Ways of Using Large Language Models to Evaluate Chat

Ondřej Plátek, Vojtěch Hudeček, Patricia Schmidtová, Mateusz Lango, Ondřej Dušek

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

Comments Accepted to DSTC11 workshop https://dstc11.dstc.community/

2307.14377 2023-07-28 cs.CL cs.AI 88%

How Can Large Language Models Help Humans in Design and Manufacturing?

Liane Makatura, Michael Foshey, Bohan Wang, Felix HähnLein, Pingchuan Ma, Bolei Deng, Megan Tjandrasuwita, Andrew Spielberg, Crystal Elaine Owens, Peter Yichen Chen, Allan Zhao, Amy Zhu, Wil J Norton, Edward Gu, Joshua Jacob, Yifei Li, Adriana Schulz, Wojciech Matusik

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

2307.00470 2023-07-21 cs.CL cs.AI 88%

PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation

Le Xiao, Xin Shan

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

2307.01446 2023-07-06 cs.CL cs.LG 88%

On Conditional and Compositional Language Model Differentiable Prompting

Jonathan Pilault, Can Liu, Mohit Bansal, Markus Dreyer

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

Comments Accepted at International Joint Conference on Artificial Intelligence (IJCAI) 2023

2306.07875 2023-06-14 cs.IR cs.AI cs.CL cs.HC 88%

ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral Reading

Dake Zhang, Ronak Pradeep

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

2306.07377 2023-06-14 cs.CL cs.AI 88%

Lost in Translation: Large Language Models in Non-English Content Analysis

Gabriel Nicholas, Aliya Bhatia

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

Comments 50 pages, 4 figures

2210.15458 2023-06-02 cs.CL cs.LG stat.ML 88%

Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models

Luke Vilnis, Yury Zemlyanskiy, Patrick Murray, Alexandre Passos, Sumit Sanghai

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

Comments 17 pages, to appear at ICML 2023

2209.01515 2023-06-02 cs.CL cs.AI 88%

Do Large Language Models know what humans know?

Sean Trott, Cameron Jones, Tyler Chang, James Michaelov, Benjamin Bergen

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

2305.11778 2023-05-22 cs.CL cs.LG 88%

Cross-Lingual Supervision improves Large Language Models Pre-training

Andrea Schioppa, Xavier Garcia, Orhan Firat

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

2304.01238 2023-05-09 cs.CL cs.AI 88%

Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection

Maxime Labonne, Sean Moran

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

2303.17511 2023-03-31 cs.CY cs.AI cs.CL 88%

On pitfalls (and advantages) of sophisticated large language models

Anna Strasser

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

1. 其他LLM 12266 篇

Input Reconstruction Attack against Vertical Federated Large Language Models

Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning

AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models

Do large language models solve verbal analogies like children do?

Copyright Violations and Large Language Models

Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction

Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces

MapperGPT: Large Language Models for Linking and Mapping Entities

Knowledge Engineering using Large Language Models

Self-Recovery Prompting: Promptable General Purpose Service Robot System with Foundation Models and Self-Recovery

Matching Table Metadata with Business Glossaries Using Large Language Models

Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models

Large Language Models for Difficulty Estimation of Foreign Language Content with Application to Language Learning

Why do universal adversarial attacks work on large language models?: Geometry might be the answer

Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals

Symbolic and Language Agnostic Large Language Models

Bridging the Gap: Deciphering Tabular Data Using Large Language Model

How to Protect Copyright Data in Optimization of Large Language Models?

Three Ways of Using Large Language Models to Evaluate Chat

How Can Large Language Models Help Humans in Design and Manufacturing?

PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation

On Conditional and Compositional Language Model Differentiable Prompting

ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral Reading

Lost in Translation: Large Language Models in Non-English Content Analysis

Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models

Do Large Language Models know what humans know?

Cross-Lingual Supervision improves Large Language Models Pre-training

Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection

On pitfalls (and advantages) of sophisticated large language models