语言大模型 / LLM

VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis

Hao Wei, Bowen Liu, Minqing Zhang, Peilun Shi, Wu Yuan

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI

ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes

Zhichao Yang, Avijit Mitra, Sunjae Kwon, Hong Yu

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

Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics

Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Richard Dufour, Laura Monceaux

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

IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction

Inna Wanyin Lin, Ashish Sharma, Christopher Michael Rytting, Adam S. Miner, Jina Suh, Tim Althoff

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

G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks

Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu

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

Comments EMNLP 2022,Long paper,Main conference

Prompting-based Temporal Domain Generalization

Sepidehsadat Hosseini, Mengyao Zhai, Hossein Hajimirsadegh, Frederick Tung

专题命中 领域大模型 ：prompting(title,abstract)；分类 cs.LG

Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models

Yuqing Liu, Yu Wang, Lichao Sun, Philip S. Yu

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

Comments under review

PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps

Rakesh Bal, Yijia Xiao, Wei Wang

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

Comments AI for Science Workshop, NeurIPS 2023. 11 pages, 5 figures, 4 tables

A Survey of Pre-trained Language Models for Processing Scientific Text

Xanh Ho, Anh Khoa Duong Nguyen, An Tuan Dao, Junfeng Jiang, Yuki Chida, Kaito Sugimoto, Huy Quoc To, Florian Boudin, Akiko Aizawa

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

Comments Resources are available at https://github.com/Alab-NII/Awesome-SciLM

Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems

Ruonan Liu, Quanhu Zhang, Te Han

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI

Comments Authors of the paper to be re-established

BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs

Zifeng Wang, Zichen Wang, Balasubramaniam Srinivasan, Vassilis N. Ioannidis, Huzefa Rangwala, Rishita Anubhai

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Comments ICLR 2024

Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP

Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Comments Paper Accepted at the 2nd IEEE Conference on Secure and Trustworthy Machine Learning

Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior

Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael Mahoney, Amir Gholami

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Comments 16 pages, 11 figures

Journal ref NeurIPS 2023

Building a Llama2-finetuned LLM for Odia Language Utilizing Domain Knowledge Instruction Set

Guneet Singh Kohli, Shantipriya Parida, Sambit Sekhar, Samirit Saha, Nipun B Nair, Parul Agarwal, Sonal Khosla, Kusumlata Patiyal, Debasish Dhal

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

Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling

Marija Šakota, Maxime Peyrard, Robert West

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

Saturn Platform: Foundation Model Operations and Generative AI for Financial Services

Antonio J. G. Busson, Rennan Gaio, Rafael H. Rocha, Francisco Evangelista, Bruno Rizzi, Luan Carvalho, Rafael Miceli, Marcos Rabaioli, David Favaro

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.AI

Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting

Ke Wang, Jun Xie, Yuqi Zhang, Yu Zhao

专题命中 领域大模型 ：prompting(title,abstract)；分类 cs.CL

Comments Camera-ready. Accepted by EMNLP 2023 Findings

BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models

Rafal Kocielnik, Shrimai Prabhumoye, Vivian Zhang, Roy Jiang, R. Michael Alvarez, Anima Anandkumar

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

Context Matters: A Strategy to Pre-train Language Model for Science Education

Zhengliang Liu, Xinyu He, Lei Liu, Tianming Liu, Xiaoming Zhai

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

Journal ref Artificial Intelligence in Education. AIED 2023. Communications in Computer and Information Science, vol 1831. Springer

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.CL

German FinBERT: A German Pre-trained Language Model

Moritz Scherrmann

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

Universal Domain Adaptation from Foundation Models: A Baseline Study

Bin Deng, Kui Jia

专题命中 领域大模型 ：foundation model(title,abstract)；分类 cs.LG

Comments 27 pages

LLM and Infrastructure as a Code use case

Thibault Chanus, Michael Aubertin

专题命中 领域大模型 ：LLM(title)；language model(abstract)；分类 cs.CL

LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation

Kai Mei, Yongfeng Zhang

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

RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents

Yubo Shu, Haonan Zhang, Hansu Gu, Peng Zhang, Tun Lu, Dongsheng Li, Ning Gu

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

Enhancing Pre-Trained Language Models with Sentence Position Embeddings for Rhetorical Roles Recognition in Legal Opinions

Anas Belfathi, Nicolas Hernandez, Laura Monceaux

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

Comments Workshop on Automated Semantic Analysis of Information in Legal Text

Journal ref ASAIL 2023: Proceedings of the Sixth Workshop on Automated Semantic Analysis of Information in Legal Text (ASAIL 2023), June 23, 2023, Braga, Portugal

Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction

Ruibo Chen, Zhiyuan Zhang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun

专题命中 领域大模型 ：prompting(title)；language model(abstract)；分类 cs.CL

Comments 9 pages, 3 figures, 7 tables. Accepted by 2023 KDD Workshop on Machine Learning in Finance

CVE-driven Attack Technique Prediction with Semantic Information Extraction and a Domain-specific Language Model

Ehsan Aghaei, Ehab Al-Shaer

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

OCR Language Models with Custom Vocabularies

Peter Garst, Reeve Ingle, Yasuhisa Fujii

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

Pre-trained Language Models in Biomedical Domain: A Systematic Survey

Benyou Wang, Qianqian Xie, Jiahuan Pei, Zhihong Chen, Prayag Tiwari, Zhao Li, Jie fu

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

Comments Accepted in ACM Computing Surveys