语言大模型 / LLM

Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain

Burcu Sayin, Pasquale Minervini, Jacopo Staiano, Andrea Passerini

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

Comments Accepted for oral presentation at NAACL 2024, The 6th Clinical Natural Language Processing Workshop

On the performativity of SDG classifications in large bibliometric databases

Matteo Ottaviani, Stephan Stahlschmidt

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

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents

Jean-Philippe Corbeil

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

LLMs for Science: Usage for Code Generation and Data Analysis

Mohamed Nejjar, Luca Zacharias, Fabian Stiehle, Ingo Weber

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

Comments Accepted (ICSSP Special Issue in Journal of Software Evolution and Process); In Print

Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph

Xiaochen Kev Gao, Feng Yao, Kewen Zhao, Beilei He, Animesh Kumar, Vish Krishnan, Jingbo Shang

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

Comments 17 Pages, Under Review

HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses

Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang

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

Comments version 2

Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments

Maria Rigaki, Ondřej Lukáš, Carlos A. Catania, Sebastian Garcia

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

Comments Under review. 10 pages plus appendices, 7 figures, 4 tables. Edit: fix e-mails and code repository

A Self-feedback Knowledge Elicitation Approach for Chemical Reaction Predictions

Pengfei Liu, Jun Tao, Zhixiang Ren

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

CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering

Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch

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

Comments Submitted to ICCBR'24

MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise

Chunyuan Deng, Xiangru Tang, Yilun Zhao, Hanming Wang, Haoran Wang, Wangchunshu Zhou, Arman Cohan, Mark Gerstein

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

Exploring ChatGPT and its Impact on Society

Md. Asraful Haque, Shuai Li

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

Comments 13 Pages

Journal ref AI and Ethics (2024)

VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding

Chris Kelly, Luhui Hu, Jiayin Hu, Yu Tian, Deshun Yang, Bang Yang, Cindy Yang, Zihao Li, Zaoshan Huang, Yuexian Zou

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

Comments 12 pages, 7 figures, pending conference

Contextual Moral Value Alignment Through Context-Based Aggregation

Pierre Dognin, Jesus Rios, Ronny Luss, Inkit Padhi, Matthew D Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf

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

Cheap Ways of Extracting Clinical Markers from Texts

Anastasia Sandu, Teodor Mihailescu, Sergiu Nisioi

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

Comments https://github.com/nlp-unibuc/clpsych24-task

Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems

Antonios Alexos, Yu-Dai Tsai, Ian Domingo, Maryam Pishgar, Pierre Baldi

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

Comments 19 pages, 6 figures in the main text, 5 figures in the Appendix

The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation

Lei Wang, Ee-Peng Lim

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

Comments NAACL 2024 (Findings)

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study

Sonish Sivarajkumar, Fengyi Gao, Parker E. Denny, Bayan M. Aldhahwani, Shyam Visweswaran, Allyn Bove, Yanshan Wang

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

Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing

Sonish Sivarajkumar, Thomas Yu CHow Tam, Haneef Ahamed Mohammad, Samual Viggiano, David Oniani, Shyam Visweswaran, Yanshan Wang

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

Compositional API Recommendation for Library-Oriented Code Generation

Zexiong Ma, Shengnan An, Bing Xie, Zeqi Lin

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

Journal ref 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), Apr 2024, Lisboa, Portugal

Text Understanding and Generation Using Transformer Models for Intelligent E-commerce Recommendations

Yafei Xiang, Hanyi Yu, Yulu Gong, Shuning Huo, Mengran Zhu

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

Data Science with LLMs and Interpretable Models

Sebastian Bordt, Ben Lengerich, Harsha Nori, Rich Caruana

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

Comments XAI4Sci Workshop at AAAI-24

LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System

Yan Zhao, Zhongyun Li, Yushan Pan, Jiaxing Wang, Yihong Wang

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

SumRec: A Framework for Recommendation using Open-Domain Dialogue

Ryutaro Asahara, Masaki Takahashi, Chiho Iwahashi, Michimasa Inaba

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

Comments Accepted to PACLIC 2023

TrackGPT -- A generative pre-trained transformer for cross-domain entity trajectory forecasting

Nicholas Stroh

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

Comments 16 pages, 8 figures

TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus

Rafael Ferreira, Diogo Tavares, Diogo Silva, Rodrigo Valério, João Bordalo, Inês Simões, Vasco Ramos, David Semedo, João Magalhães

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

Is GPT-4 a reliable rater? Evaluating Consistency in GPT-4 Text Ratings

Veronika Hackl, Alexandra Elena Müller, Michael Granitzer, Maximilian Sailer

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

Comments 14 pages, 7 tables, 1 figure

Reinforcement Learning for Optimizing RAG for Domain Chatbots

Mandar Kulkarni, Praveen Tangarajan, Kyung Kim, Anusua Trivedi

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

EHR Interaction Between Patients and AI: NoteAid EHR Interaction

Xiaocheng Zhang, Zonghai Yao, Hong Yu

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

Comments To appear in the AAAI2024 Workshop on AI for Education (AI4ED)

Maatphor: Automated Variant Analysis for Prompt Injection Attacks

Ahmed Salem, Andrew Paverd, Boris Köpf

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

Assessing the Usability of GutGPT: A Simulation Study of an AI Clinical Decision Support System for Gastrointestinal Bleeding Risk

Colleen Chan, Kisung You, Sunny Chung, Mauro Giuffrè, Theo Saarinen, Niroop Rajashekar, Yuan Pu, Yeo Eun Shin, Loren Laine, Ambrose Wong, René Kizilcec, Jasjeet Sekhon, Dennis Shung

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10, 2023, New Orleans, United States, 11 pages