语言大模型 / LLM

Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization

Prakamya Mishra, Zonghai Yao, Shuwei Chen, Beining Wang, Rohan Mittal, Hong Yu

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

Comments To appear in NeurIPS 2023 Workshop SyntheticData4ML

Retrieval-Augmented Chain-of-Thought in Semi-structured Domains

Vaibhav Mavi, Abulhair Saparov, Chen Zhao

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

Comments to appear in NLLP 2023

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding

Yu Zhang, Hao Cheng, Zhihong Shen, Xiaodong Liu, Ye-Yi Wang, Jianfeng Gao

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

Comments 17 pages; Accepted to Findings of EMNLP 2023 (Project Page: https://scimult.github.io/)

MarineGPT: Unlocking Secrets of Ocean to the Public

Ziqiang Zheng, Jipeng Zhang, Tuan-Anh Vu, Shizhe Diao, Yue Him Wong Tim, Sai-Kit Yeung

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

Comments work in progress. Code and data will be available at https://github.com/hkust-vgd/MarineGPT

PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning

Chengfeng Dou, Zhi Jin, Wenping Jiao, Haiyan Zhao, Zhenwei Tao, Yongqiang Zhao

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

Comments Accepted by EMNLP 2023 Findings

Unsupervised Domain Adaption for Neural Information Retrieval

Carlos Dominguez, Jon Ander Campos, Eneko Agirre, Gorka Azkune

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

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael Irvin, J. Gregory Pauloski, Logan Ward, Valerie Hayot, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian Foster, James J. Davis, Michael E. Papka, Thomas Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi Hanson, Thomas E Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin Aji, Angela Dalton, Michael Schulte, Karl Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens

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

Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation

Chung-Soo Ahn, Jagath C. Rajapakse, Rajib Rana

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

Comparative Analysis of Named Entity Recognition in the Dungeons and Dragons Domain

Gayashan Weerasundara, Nisansa de Silva

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

Comments 9 pages

Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts

Emad A. Alghamdi, Jezia Zakraoui, Fares A. Abanmy

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

A compendium of data sources for data science, machine learning, and artificial intelligence

Paul Bilokon, Oleksandr Bilokon, Saeed Amen

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

MedChatZH: a Better Medical Adviser Learns from Better Instructions

Yang Tan, Mingchen Li, Zijie Huang, Huiqun Yu, Guisheng Fan

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

Comments 7 pages, 3 figures

The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence

Hector Zenil, Jesper Tegnér, Felipe S. Abrahão, Alexander Lavin, Vipin Kumar, Jeremy G. Frey, Adrian Weller, Larisa Soldatova, Alan R. Bundy, Nicholas R. Jennings, Koichi Takahashi, Lawrence Hunter, Saso Dzeroski, Andrew Briggs, Frederick D. Gregory, Carla P. Gomes, Jon Rowe, James Evans, Hiroaki Kitano, Ross King

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

Comments 35 pages, first draft of the final report from the Alan Turing Institute on AI for Scientific Discovery

Retrieval Augmented Generation and Representative Vector Summarization for large unstructured textual data in Medical Education

S. S. Manathunga, Y. A. Illangasekara

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

Comments 6 pages, 5 figures

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Tung Phung, Victor-Alexandru Pădurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares

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

Comments This article is a full version of the poster (extended abstract) from ICER'23

FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios

I-Chun Chern, Steffi Chern, Shiqi Chen, Weizhe Yuan, Kehua Feng, Chunting Zhou, Junxian He, Graham Neubig, Pengfei Liu

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

CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study

Zihan Guan, Zihao Wu, Zhengliang Liu, Dufan Wu, Hui Ren, Quanzheng Li, Xiang Li, Ninghao Liu

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

Comments 16 pages, 10 figures

PapagAI:Automated Feedback for Reflective Essays

Veronika Solopova, Adrian Gruszczynski, Eiad Rostom, Fritz Cremer, Sascha Witte, Chengming Zhang, Fernando Ramos López Lea Plößl, Florian Hofmann, Ralf Romeike, Michaela Gläser-Zikuda, Christoph Benzmüller, Tim Landgraf

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

Comments 2 figures

Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

Man Fai Wong, Shangxin Guo, Ching Nam Hang, Siu Wai Ho, Chee Wei Tan

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

Journal ref Entropy(2023), 25(6), 888

The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases

Jiancheng Yang, Hongwei Bran Li, Donglai Wei

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

Comments Paper invited for the first issue of Meta-Radiology

Challenges in Domain-Specific Abstractive Summarization and How to Overcome them

Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes

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

Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost

Juexiao Zhou, Xiuying Chen, Xin Gao

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

How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization?

Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh

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

Comments Accepted for presentation at the 3rd Workshop on Artificial Intelligence and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2023), co-located with the ICAIL 2023 conference

Natural Language Commanding via Program Synthesis

Apurva Gandhi, Thong Q. Nguyen, Huitian Jiao, Robert Steen, Ameya Bhatawdekar

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

Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes

Revathy Venkataramanan, Kaushik Roy, Kanak Raj, Renjith Prasad, Yuxin Zi, Vignesh Narayanan, Amit Sheth

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

ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback

Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao

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

MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning

Zhenrui Yue, Huimin Zeng, Yang Zhang, Lanyu Shang, Dong Wang

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

Comments Accepted to ACL 2023

PubGraph: A Large-Scale Scientific Knowledge Graph

Kian Ahrabian, Xinwei Du, Richard Delwin Myloth, Arun Baalaaji Sankar Ananthan, Jay Pujara

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

Comments 17 Pages, 6 Figures, 9 Tables

BIOT: Cross-data Biosignal Learning in the Wild

Chaoqi Yang, M. Brandon Westover, Jimeng Sun

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

Comments expect the codebases and pre-trained models to be released in https://github.com/ycq091044/BIOT

Context Generation Improves Open Domain Question Answering

Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro

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

Comments 8 pages; Accepted at EACL2023