语言大模型 / LLM

Infusing clinical knowledge into tokenisers for language models

Abul Hasan, Jinge Wu, Quang Ngoc Nguyen, Salomé Andres, Imane Guellil, Huayu Zhang, Arlene Casey, Beatrice Alex, Bruce Guthrie, Honghan Wu

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

Comments 18 pages, 6 figures

Speech language models lack important brain-relevant semantics

Subba Reddy Oota, Emin Çelik, Fatma Deniz, Mariya Toneva

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

Comments 26 pages, 20 figures, The 62nd Annual Meeting of the Association for Computational Linguistics, Long paper - Main

Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks

Ming-Hao Hsu, Kai-Wei Chang, Shang-Wen Li, Hung-yi Lee

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

Comments Accepted to Interspeech 2024. The first two authors contributed equally, and their order is random

Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data

Yuhao Chen, Zhimu Wang, Bo Wen, Farhana Zulkernine

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

LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

Pingchuan Ma, Tsun-Hsuan Wang, Minghao Guo, Zhiqing Sun, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan, Wojciech Matusik

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

Comments ICML 2024

ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering

Yiqing Shen, Outongyi Lv, Houying Zhu, Yu Guang Wang

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

ICE-SEARCH: A Language Model-Driven Feature Selection Approach

Tianze Yang, Tianyi Yang, Fuyuan Lyu, Shaoshan Liu, Xue, Liu

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

What is Sentiment Meant to Mean to Language Models?

Michael Burnham

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

Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis

Prateek Verma, Minh-Hao Van, Xintao Wu

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

Assessing The Potential Of Mid-Sized Language Models For Clinical QA

Elliot Bolton, Betty Xiong, Vijaytha Muralidharan, Joel Schamroth, Vivek Muralidharan, Christopher D. Manning, Roxana Daneshjou

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

Comments 25 pages, 8 figures

LLM-assisted Knowledge Graph Engineering: Experiments with ChatGPT

Lars-Peter Meyer, Claus Stadler, Johannes Frey, Norman Radtke, Kurt Junghanns, Roy Meissner, Gordian Dziwis, Kirill Bulert, Michael Martin

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

Comments to appear in conference proceedings of AI-Tomorrow-23, 29.+30.6.2023 in Leipzig, Germany

Journal ref Informatik aktuell. First Working Conference on Artificial Intelligence Development for a Resilient and Sustainable Tomorrow 2023. AIDRST 2023. p. 103-115

DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue

Lang Cao

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

Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain

Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, Yongjae Lee

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

Comments To appear in NAACL Findings 2024

KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts

Adam Coscia, Alex Endert

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

Comments Accepted to IEEE TVCG. 20 pages, 10 figures, 1 table. For a demo video, see https://youtu.be/hBX4rSUMr_I . For a live demo, visit https://adamcoscia.com/papers/knowledgevis/demo/ . The source code is available at https://github.com/AdamCoscia/KnowledgeVIS

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation

Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Xin Cong, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun

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

Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning

Lifeng Han, Serge Gladkoff, Gleb Erofeev, Irina Sorokina, Betty Galiano, Goran Nenadic

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

Comments Accepted by Frontiers in Digital Health - Health Informatics

PAP-REC: Personalized Automatic Prompt for Recommendation Language Model

Zelong Li, Jianchao Ji, Yingqiang Ge, Wenyue Hua, Yongfeng Zhang

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

BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights

François Remy, Kris Demuynck, Thomas Demeester

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

Comments Preprint of upcoming journal article

Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering

Zhen Guo, Yining Hua

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

Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor

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

Comments Accepted to Findings of EMNLP 2023

Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models

Hangyu Tu, Lifeng Han, Goran Nenadic

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

Comments working paper

Medical Foundation Models are Susceptible to Targeted Misinformation Attacks

Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn

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

Construction contract risk identification based on knowledge-augmented language model

Saika Wong, Chunmo Zheng, Xing Su, Yinqiu Tang

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

Trapping LLM Hallucinations Using Tagged Context Prompts

Philip Feldman, James R. Foulds, Shimei Pan

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

Comments 13 pages, 3 Figures, 2 Tables

Almanac: Retrieval-Augmented Language Models for Clinical Medicine

Cyril Zakka, Akash Chaurasia, Rohan Shad, Alex R. Dalal, Jennifer L. Kim, Michael Moor, Kevin Alexander, Euan Ashley, Jack Boyd, Kathleen Boyd, Karen Hirsch, Curt Langlotz, Joanna Nelson, William Hiesinger

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

Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data

Mugariya Farooq, Shahad Hardan, Aigerim Zhumbhayeva, Yujia Zheng, Preslav Nakov, Kun Zhang

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

Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain

Vanessa Liao, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin

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

MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling

Yu Song, Santiago Miret, Bang Liu

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

Scalable Educational Question Generation with Pre-trained Language Models

Sahan Bulathwela, Hamze Muse, Emine Yilmaz

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

Comments To be published at the Int. Conf. on Artificial Intelligence in Education (Tokyo, 2023)

The Diminishing Returns of Masked Language Models to Science

Zhi Hong, Aswathy Ajith, Gregory Pauloski, Eamon Duede, Kyle Chard, Ian Foster

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

Comments 12 pages. 3 figures. 5 tables. Accepted to the Findings of ACL 2023