语言大模型 / LLM - arXivDaily 专题

2405.01103 2024-05-07 cs.SE cs.CR 82%

LLM Security Guard for Code

Arya Kavian, Mohammad Mehdi Pourhashem Kallehbasti, Sajjad Kazemi, Ehsan Firouzi, Mohammad Ghafari

专题命中领域大模型：LLM(title)；large language model(abstract)；language model(abstract)

Comments SECUTE, EASE 2024

2311.12327 2024-04-29 cs.CV 82%

Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models

Xiaoyu Yang, Lijian Xu, Hao Sun, Hongsheng Li, Shaoting Zhang

专题命中领域大模型：language model(title,abstract)；large language model(abstract)

Comments 22 pages

2402.09126 2024-04-24 cs.DC cs.AI cs.CL cs.LG cs.SE 82%

MPIrigen: MPI Code Generation through Domain-Specific Language Models

Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capotă, Guy Tamir, Ted Willke, Nesreen Ahmed, Yuval Pinter, Timothy Mattson, Gal Oren

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2404.06751 2024-04-11 cs.CY 82%

Leveraging open-source models for legal language modeling and analysis: a case study on the Indian constitution

Vikhyath Gupta, Srinivasa Rao P

专题命中领域大模型：language model(title,abstract)；LLM(abstract)

Comments 10 Pages , 3 figures

2401.08217 2024-04-01 cs.IR 82%

LLM-Guided Multi-View Hypergraph Learning for Human-Centric Explainable Recommendation

Zhixuan Chu, Yan Wang, Qing Cui, Longfei Li, Wenqing Chen, Zhan Qin, Kui Ren

专题命中领域大模型：LLM(title)；large language model(abstract)；language model(abstract)

Comments 14 pages, 5 figures

2311.10529 2024-03-19 cs.CV 82%

Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification

Yichi Zhang, Shiyao Hu, Sijie Ren, Chen Jiang, Yuan Cheng, Yuan Qi

专题命中领域大模型：prompting(title,abstract)；foundation model(abstract)

2305.11490 2024-03-19 cs.CV cs.AI cs.CL cs.LG 82%

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation

Suhyeon Lee, Won Jun Kim, Jinho Chang, Jong Chul Ye

专题命中领域大模型：LLM(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 21 pages, 8 figures; ICLR 2024 (poster)

2303.16618 2024-03-06 cs.CL cs.AI cs.LG 82%

Reference-less Analysis of Context Specificity in Translation with Personalised Language Models

Sebastian Vincent, Alice Dowek, Rowanne Sumner, Charlotte Blundell, Emily Preston, Chris Bayliss, Chris Oakley, Carolina Scarton

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to LREC-COLING 2024

2402.18028 2024-03-05 cs.CV 82%

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine

Xiaosong Wang, Xiaofan Zhang, Guotai Wang, Junjun He, Zhongyu Li, Wentao Zhu, Yi Guo, Qi Dou, Xiaoxiao Li, Dequan Wang, Liang Hong, Qicheng Lao, Tong Ruan, Yukun Zhou, Yixue Li, Jie Zhao, Kang Li, Xin Sun, Lifeng Zhu, Shaoting Zhang

专题命中领域大模型：foundation model(title,abstract)；prompting(abstract)

Comments Technical Report. Visit https://github.com/openmedlab for more details

2307.09950 2024-03-01 cs.SE 82%

Prompting for Automatic Log Template Extraction

Junjielong Xu, Ruichun Yang, Yintong Huo, Chengyu Zhang, Pinjia He

专题命中领域大模型：prompting(title)；large language model(abstract)；language model(abstract)

Comments Accepted by ICSE'24

2402.13040 2024-02-21 cs.LG cs.AI cs.CE cs.CL q-bio.BM 82%

Text-Guided Molecule Generation with Diffusion Language Model

Haisong Gong, Qiang Liu, Shu Wu, Liang Wang

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted by 38th Association for the Advancement of Artificial Intelligence, AAAI

2402.07924 2024-02-14 cs.HC cs.MM 82%

IllusionX: An LLM-powered mixed reality personal companion

Ramez Yousri, Zeyad Essam, Yehia Kareem, Youstina Sherief, Sherry Gamil, Soha Safwat

专题命中领域大模型：LLM(title)；large language model(abstract)；language model(abstract)

Comments 9 pages

2401.01830 2024-01-04 cs.CL cs.AI cs.LG 82%

Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling

Himmet Toprak Kesgin, Mehmet Fatih Amasyali

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Published in International Conference on Advanced Engineering, Technology and Applications (ICAETA 2023). The final version is available online at https://link.springer.com/chapter/10.1007/978-3-031-50920-9_35

Journal ref Communications in Computer and Information Science, vol. 1983, 450-463, Springer, 2023

2306.13952 2023-12-29 cs.CY 82%

Artificial intelligence and biological misuse: Differentiating risks of language models and biological design tools

Jonas B. Sandbrink

专题命中领域大模型：language model(title,abstract)；large language model(abstract)

Comments 8 pages, 1 figure

2311.17301 2023-11-30 cs.CL cs.AI cs.CY cs.LG 82%

Language Models: A Guide for the Perplexed

Sofia Serrano, Zander Brumbaugh, Noah A. Smith

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2311.16441 2023-11-29 cs.IR 82%

ControlRec: Bridging the Semantic Gap between Language Model and Personalized Recommendation

Junyan Qiu, Haitao Wang, Zhaolin Hong, Yiping Yang, Qiang Liu, Xingxing Wang

专题命中领域大模型：language model(title,abstract)；large language model(abstract)

Comments 11 pages, 7 figures

2306.07691 2023-11-21 eess.AS cs.AI cs.CL cs.LG cs.SD 82%

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Yinghao Aaron Li, Cong Han, Vinay S. Raghavan, Gavin Mischler, Nima Mesgarani

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2023

2311.08687 2023-11-16 cs.CL cs.AI cs.LG 82%

An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping

Keith Harrigian, Tina Tang, Anthony Gonzales, Cindy X. Cai, Mark Dredze

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 24 pages

2310.19522 2023-11-15 cs.CV 82%

Are Natural Domain Foundation Models Useful for Medical Image Classification?

Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas, Kevin Smith

专题命中领域大模型：foundation model(title,abstract)；pretraining(abstract)

Comments IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

2310.07864 2023-10-13 cond-mat.mtrl-sci physics.comp-ph 82%

Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit

Kin Long Kelvin Lee, Carmelo Gonzales, Matthew Spellings, Mikhail Galkin, Santiago Miret, Nalini Kumar

专题命中领域大模型：foundation model(title,abstract)；pretraining(abstract)

Comments 17 pages, 7 figures, 1 table. Accepted paper/presentation at the AI4Science workshop at Super Computing '23

2308.09313 2023-09-21 cs.SE 82%

Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases

Ze Tang, Jidong Ge, Shangqing Liu, Tingwei Zhu, Tongtong Xu, Liguo Huang, Bin Luo

专题命中领域大模型：language model(title,abstract)；large language model(abstract)

Comments Accepted by ASE2023

2210.00305 2023-09-15 cs.CL cs.AI cs.DB cs.IR cs.LG 82%

LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings

Xin Xie, Zhoubo Li, Xiaohan Wang, Zekun Xi, Ningyu Zhang

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments AACL 2023 System Demonstrations, the project website is https://zjunlp.github.io/project/promptkg/

2308.13354 2023-08-28 cs.SE cs.AI cs.CL cs.LG cs.PL 82%

On the Impact of Language Selection for Training and Evaluating Programming Language Models

Jonathan Katzy, Maliheh Izadi, Arie van Deursen

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM), NIER track

2308.12129 2023-08-24 cs.SE 82%

Resiliency Analysis of LLM generated models for Industrial Automation

Oluwatosin Ogundare, Gustavo Quiros Araya, Ioannis Akrotirianakis, Ankit Shukla

专题命中领域大模型：LLM(title)；large language model(abstract)；language model(abstract)

Comments 8 Pages, Conference Manuscript

2308.07624 2023-08-16 cs.CV 82%

Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation

Qi Wu, Yuyao Zhang, Marawan Elbatel

专题命中领域大模型：prompting(title,abstract)；foundation model(abstract)

Comments 8.5 pages + 2 pages of supplementary materials + 2 pages of references, 3 figures, submitted to 5th MICCAI Workshop on Domain Adaptation and Representation Transfer (DART)

2308.04005 2023-08-09 cs.CV 82%

Few-shot medical image classification with simple shape and texture text descriptors using vision-language models

Michal Byra, Muhammad Febrian Rachmadi, Henrik Skibbe

专题命中领域大模型：language model(title,abstract)；large language model(abstract)

Comments 13 pages, 5 figures

2308.02199 2023-08-07 cs.CL cs.AI cs.LG 82%

A Survey of Spanish Clinical Language Models

Guillem García Subies, Álvaro Barbero Jiménez, Paloma Martínez Fernández

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2212.10422 2023-07-12 cs.CL cs.AI cs.LG 82%

Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 8 pages, 2 figures, 6 tables. Published in Journal of Biomedical Informatics

Journal ref Journal of Biomedical Informatics, Volume 144, 2023, 104431, ISSN 1532-0464

2307.00108 2023-07-04 cs.CL cs.AI cs.LG 82%

Ticket-BERT: Labeling Incident Management Tickets with Language Models

Zhexiong Liu, Cris Benge, Siduo Jiang

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments In the Microsoft Journal of Applied Research (MSJAR), Volume 18, January 2023

2210.04325 2023-05-24 cs.CL cs.AI cs.LG 82%

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models

Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu

专题命中领域大模型：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Findings of EMNLP 2022

1. 领域大模型 12597 篇

LLM Security Guard for Code

Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models

MPIrigen: MPI Code Generation through Domain-Specific Language Models

Leveraging open-source models for legal language modeling and analysis: a case study on the Indian constitution

LLM-Guided Multi-View Hypergraph Learning for Human-Centric Explainable Recommendation

Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation

Reference-less Analysis of Context Specificity in Translation with Personalised Language Models

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine

Prompting for Automatic Log Template Extraction

Text-Guided Molecule Generation with Diffusion Language Model

IllusionX: An LLM-powered mixed reality personal companion

Iterative Mask Filling: An Effective Text Augmentation Method Using Masked Language Modeling

Artificial intelligence and biological misuse: Differentiating risks of language models and biological design tools

Language Models: A Guide for the Perplexed

ControlRec: Bridging the Semantic Gap between Language Model and Personalized Recommendation

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping

Are Natural Domain Foundation Models Useful for Medical Image Classification?

Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit

Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases

LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings

On the Impact of Language Selection for Training and Evaluating Programming Language Models

Resiliency Analysis of LLM generated models for Industrial Automation

Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation

Few-shot medical image classification with simple shape and texture text descriptors using vision-language models

A Survey of Spanish Clinical Language Models

Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Ticket-BERT: Labeling Incident Management Tickets with Language Models

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models