语言大模型 / LLM

The Unbearable Lightness of Prompting: A Critical Reflection on the Environmental Impact of genAI use in Design Education

Maria Luce Lupetti, Elena Cavallin, Dave Murray-Rust

专题命中 领域大模型 ：prompting(title)；分类 cs.AI

Comments 25 pages, 3 figures, 1 table

ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI

Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim

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

Comments 31 pages, 8 figures

Surrealistic-like Image Generation with Vision-Language Models

Elif Ayten, Shuai Wang, Hjalmar Snoep

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； Snoep Studio（斯努普工作室） 纠错

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

Comments 2023 Joint international Scientific conferences on AI and Machine Learning (BNAIC-BeNeLearn)

LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education

Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyunseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee

专题命中 领域大模型 ：LLM(title)；分类 cs.AI

Comments EMNLP 2024 Workshop CustomNLP4U. arXiv admin note: text overlap with arXiv:2405.19691

Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Bingbing Wen, Bill Howe, Lucy Lu Wang

专题命中 领域大模型 ：LLM(title)；分类 cs.CL

Comments EMNLP 2024 Findings

HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation

Azmine Toushik Wasi

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

Comments 7 Pages, 4 Figures. View in ACL Anthology: https://aclanthology.org/2024.kallm-1.6/

Journal ref Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024), Association for Computational Linguistics 2024

Language Models Learn Metadata: Political Stance Detection Case Study

Stanley Cao, Felix Drinkall

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

Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?

Kerem Cekmeceli, Meva Himmetoglu, Guney I. Tombak, Anna Susmelj, Ertunc Erdil, Ender Konukoglu

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

NukeBERT: A Pre-trained language model for Low Resource Nuclear Domain

Ayush Jain, N. M. Meenachi, B. Venkatraman

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

RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations

Jiarui Rao, Jionghao Lin

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

Comments 7 pages, this paper underwent a rigorous review process and was officially accepted on May 31, 2024, for presentation at the Educational Data Mining 2024 Workshop: Leveraging Large Language Models for Next Generation Educational Technologies

Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining

Sameer Khanna, Daniel Michael, Marinka Zitnik, Pranav Rajpurkar

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

Comments Accepted into Machine Learning for Health (ML4H) 2023

From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children

Changjae Lee, Jinjun Xiong

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

Comments 26 pages, 11 figures

BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction

Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel

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

PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination

Anant Khandelwal

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

Comments Accepted at CVPR 2024 LIMIT, 12 pages, 8 Tables, 2 Figures

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models

Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Ozlem Uzuner, Martin Gunn, Meliha Yetisgen

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

Comments Accepted at LREC-COLING 2024

Graph Language Model (GLM): A new graph-based approach to detect social instabilities

Wallyson Lemes de Oliveira, Vahid Shamsaddini, Ali Ghofrani, Rahul Singh Inda, Jithendra Sai Veeramaneni, Étienne Voutaz

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

General-purpose foundation models for increased autonomy in robot-assisted surgery

Samuel Schmidgall, Ji Woong Kim, Alan Kuntz, Ahmed Ezzat Ghazi, Axel Krieger

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

Weaving Pathways for Justice with GPT: LLM-driven automated drafting of interactive legal applications

Quinten Steenhuis, David Colarusso, Bryce Willey

专题命中 领域大模型 ：LLM(title)；分类 cs.AI

PG-Video-LLaVA: Pixel Grounding Large Video-Language Models

Shehan Munasinghe, Rusiru Thushara, Muhammad Maaz, Hanoona Abdul Rasheed, Salman Khan, Mubarak Shah, Fahad Khan

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

Comments Technical Report

One-shot Localization and Segmentation of Medical Images with Foundation Models

Deepa Anand, Gurunath Reddy M, Vanika Singhal, Dattesh D. Shanbhag, Shriram KS, Uday Patil, Chitresh Bhushan, Kavitha Manickam, Dawei Gui, Rakesh Mullick, Avinash Gopal, Parminder Bhatia, Taha Kass-Hout

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

Comments Accepted at NeurIPS 2023 R0-FoMo Workshop

LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling

Zhanyu Ma, Jian Ye, Shuang Cheng

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

Comments Accepted In Proceedings of Cognitive Science Society Annual Conference (CogSci) 2023

AI Literature Review Suite

David A. Tovar

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

Comments 7 Pages, 5 figures, Keywords: Literature Review, Artificial Intelligence, Text Embeddings, Large Language Models

Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models

Giridhar Kaushik Ramachandran, Kevin Lybarger, Yaya Liu, Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Meliha Yetisgen, Özlem Uzuner

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

Journal ref Journal of Biomedical Informatics.139.2023.104302.1532-0464

Estimating related words computationally using language model from the Mahabharata -- an Indian epic

Vrunda Gadesha, Keyur D Joshi, Shefali Naik

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

Comments ICT Analysis and Applications: Proceedings of ICT4SD 2022 pp 627-638

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola

专题命中 领域大模型 ：prompting(title)；分类 cs.CL

Comments Findings of EACL 2023

Domain Adaptive Pretraining for Multilingual Acronym Extraction

Usama Yaseen, Stefan Langer

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

Comments SDU@AAAI-22

Event-based clinical findings extraction from radiology reports with pre-trained language model

Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen

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

Open Domain Web Keyphrase Extraction Beyond Language Modeling

Lee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk

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

Journal ref EMNLP-IJCNLP 2019

Ontology-based Fuzzy Markup Language Agent for Student and Robot Co-Learning

Chang-Shing Lee, Mei-Hui Wang, Tzong-Xiang Huang, Li-Chung Chen, Yung-Ching Huang, Sheng-Chi Yang, Chien-Hsun Tseng, Pi-Hsia Hung, Naoyuki Kubota

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

Comments This paper is submitted to IEEE WCCI 2018 Conference for review

Domain specialization: a post-training domain adaptation for Neural Machine Translation

Christophe Servan, Josep Crego, Jean Senellart

专题命中 领域大模型 ：post-training(title)；分类 cs.CL

Comments Submitted to EACL 2017 short paper