语言大模型 / LLM

Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging

Yuzhe Yang, Yujia Liu, Xin Liu, Avanti Gulhane, Domenico Mastrodicasa, Wei Wu, Edward J Wang, Dushyant W Sahani, Shwetak Patel

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

Comments Code and data are available at https://github.com/YyzHarry/vlm-fairness

Language Model Training Paradigms for Clinical Feature Embeddings

Yurong Hu, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

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

Comments Poster at "NeurIPS 2023 Workshop: Self-Supervised Learning - Theory and Practice"

HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations

Anthony Sicilia, Jennifer C. Gates, Malihe Alikhani

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

Comments 17 pages, 9 figures, 5 tables

Textually Pretrained Speech Language Models

Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Defossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi

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

Comments NeurIPS 2023

Prompting LLMs with content plans to enhance the summarization of scientific articles

Aldan Creo, Manuel Lama, Juan C. Vidal

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

Comments 15 pages, 4 figures

Multimodal Pretraining of Medical Time Series and Notes

Ryan King, Tianbao Yang, Bobak Mortazavi

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

LM-Cocktail: Resilient Tuning of Language Models via Model Merging

Shitao Xiao, Zheng Liu, Peitian Zhang, Xingrun Xing

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

Comments Work is in progress

Clinical Risk Prediction Using Language Models: Benefits And Considerations

Angeela Acharya, Sulabh Shrestha, Anyi Chen, Joseph Conte, Sanja Avramovic, Siddhartha Sikdar, Antonios Anastasopoulos, Sanmay Das

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

Comments 12 pages, 6 figures, 4 tables

Advancing State of the Art in Language Modeling

David Herel, Tomas Mikolov

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

Protein Language Model-Powered 3D Ligand Binding Site Prediction from Protein Sequence

Shuo Zhang, Lei Xie

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

Comments Accepted by the AI for Science (AI4Science) Workshop and the New Frontiers of AI for Drug Discovery and Development (AI4D3) Workshop at NeurIPS 2023

Utilizing Language Models for Tour Itinerary Recommendation

Ngai Lam Ho, Kwan Hui Lim

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

Comments PMAI23 @IJCAI 2023 2nd International Workshop on Process Management in the AI era

Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction

Jun Zhang, Sirui Liu, Mengyun Chen, Haotian Chu, Min Wang, Zidong Wang, Jialiang Yu, Ningxi Ni, Fan Yu, Diqing Chen, Yi Isaac Yang, Boxin Xue, Lijiang Yang, Yuan Liu, Yi Qin Gao

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

Comments version 2.0; 28 pages, 6 figures

Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model

Brandon Theodorou, Cao Xiao, Jimeng Sun

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

Journal ref Nat Commun 14, 5305 (2023)

ProPath: Disease-Specific Protein Language Model for Variant Pathogenicity

Huixin Zhan, Zijun Zhang

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

Comments Accepted by MLCB 2023

Combining Language Models For Specialized Domains: A Colorful Approach

Daniel Eitan, Menachem Pirchi, Neta Glazer, Shai Meital, Gil Ayach, Gidon Krendel, Aviv Shamsian, Aviv Navon, Gil Hetz, Joseph Keshet

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

Comments Under Review

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations

Myra Cheng, Tiziano Piccardi, Diyi Yang

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

Comments To appear at EMNLP 2023 (Main)

Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images

Gabriele Campanella, Ricky Kwan, Eugene Fluder, Jennifer Zeng, Aryeh Stock, Brandon Veremis, Alexandros D. Polydorides, Cyrus Hedvat, Adam Schoenfeld, Chad Vanderbilt, Patricia Kovatch, Carlos Cordon-Cardo, Thomas J. Fuchs

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

CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold

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

Comments 6 pages. arXiv admin note: text overlap with arXiv:2306.15518

NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models

Tan-Minh Nguyen, Xuan-Hoa Nguyen, Ngoc-Duy Mai, Minh-Quan Hoang, Van-Huan Nguyen, Hoang-Viet Nguyen, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong

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

Comments ISAILD@KSE 2023

Trusting Language Models in Education

Jogi Suda Neto, Li Deng, Thejaswi Raya, Reza Shahbazi, Nick Liu, Adhitya Venkatesh, Miral Shah, Neeru Khosla, Rodrigo Capobianco Guido

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

M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci

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

Comments Accepted by MICCAI 2023

Comparative Analysis of GPT-4 and Human Graders in Evaluating Praise Given to Students in Synthetic Dialogues

Dollaya Hirunyasiri, Danielle R. Thomas, Jionghao Lin, Kenneth R. Koedinger, Vincent Aleven

专题命中 领域大模型 ：large language model(abstract,comments)；language model(abstract,comments)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 12 pages Workshop paper, The 24th International Conference on Artificial Intelligence in Education, AIED 2023 Educational Dialogue Act Classification, Large Language Models, Tutor Training

GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks

Philippe J. Giabbanelli

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

Comments (To appear at the Winter Simulation Conference 2023, San Antonio TX, USA)

Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI

Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger

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

Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model

Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Danny Z. Chen

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

Comments GitHub: https://github.com/yizhezhang2000/SAMAug. Comments and questions are welcome

Improving Zero-Shot Detection of Low Prevalence Chest Pathologies using Domain Pre-trained Language Models

Aakash Mishra, Rajat Mittal, Christy Jestin, Kostas Tingos, Pranav Rajpurkar

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

Comments 3 pages, 1 table, Medical Imaging with Deep Learning, Short Paper

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning

Brihat Sharma, Yanjun Gao, Timothy Miller, Matthew M. Churpek, Majid Afshar, Dmitriy Dligach

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

Comments Accepted to the Proceedings of the 5th Clinical NLP Workshop at ACL

Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques

Daking Rai, Bailin Wang, Yilun Zhou, Ziyu Yao

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

Comments 9 pages, to be published in ACL2023

Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models

Robert Morabito, Jad Kabbara, Ali Emami

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

Comments 9 pages (excluding references), accepted at ACL Findings 2023

Unifying Molecular and Textual Representations via Multi-task Language Modelling

Dimitrios Christofidellis, Giorgio Giannone, Jannis Born, Ole Winther, Teodoro Laino, Matteo Manica

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

Comments ICML 2023