语言大模型 / LLM - arXivDaily 专题

2404.08627 2024-11-11 cs.CL cs.AI cs.DL cs.LG 80%

Is ChatGPT Transforming Academics' Writing Style?

Mingmeng Geng, Roberto Trotta

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

Comments 19 pages

2404.15155 2024-10-31 cs.CL cs.AI cs.LG 80%

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae Won Park

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、cs.LG

2410.19221 2024-10-28 cs.CL cs.AI cs.LG 80%

Can Stories Help LLMs Reason? Curating Information Space Through Narrative

Vahid Sadiri Javadi, Johanne R. Trippas, Yash Kumar Lal, Lucie Flek

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

2405.18682 2024-10-28 cs.CL cs.AI cs.LG 80%

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

Shubham Vatsal, Ayush Singh

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

2410.00260 2024-10-10 cs.CL cs.AI cs.LG 80%

DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining

Vinayak Arannil, Neha Narwal, Sourav Sanjukta Bhabesh, Sai Nikhil Thirandas, Darren Yow-Bang Wang, Graham Horwood, Alex Anto Chirayath, Gouri Pandeshwar

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

2407.00948 2024-10-01 cs.CL cs.AI cs.LG 80%

View From Above: A Framework for Evaluating Distribution Shifts in Model Behavior

Tanush Chopra, Michael Li, Jacob Haimes

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

2402.05200 2024-09-26 cond-mat.mtrl-sci cs.AI cs.CL cs.LG 80%

Are LLMs Ready for Real-World Materials Discovery?

Santiago Miret, N M Anoop Krishnan

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

2409.09253 2024-09-17 cs.IR cs.AI cs.CL cs.LG 80%

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

Jun Yin, Zhengxin Zeng, Mingzheng Li, Hao Yan, Chaozhuo Li, Weihao Han, Jianjin Zhang, Ruochen Liu, Allen Sun, Denvy Deng, Feng Sun, Qi Zhang, Shirui Pan, Senzhang 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、cs.LG

2407.13301 2024-09-17 cs.CL cs.AI cs.LG 80%

CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou 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、cs.LG

2409.00861 2024-09-04 cs.CL cs.AI cs.LG cs.LO 80%

Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering

Derian Boer, Fabian Koch, Stefan Kramer

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

Comments 9 pages, published at IJCLR 2024

2405.02429 2024-08-27 cs.IR cs.AI cs.CL cs.LG 80%

CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation

Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulić, Anna Korhonen, Mohamed Hammad

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

Comments RecSys 2024 (Long Paper)

2306.09237 2024-08-22 cs.CL cs.AI cs.LG 80%

One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support

Ronja Stern, Vishvaksenan Rasiah, Veton Matoshi, Srinanda Brügger Bose, Matthias Stürmer, Ilias Chalkidis, Daniel E. Ho, Joel Niklaus

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

2309.12367 2024-07-17 cs.HC cs.AI cs.CL cs.LG 80%

Examining the Influence of Varied Levels of Domain Knowledge Base Inclusion in GPT-based Intelligent Tutors

Blake Castleman, Mehmet Kerem Turkcan

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

Journal ref Proceedings of the 17th International Conference on Educational Data Mining, Pages 649-657, 2024

2407.06241 2024-07-10 physics.ed-ph 80%

SimPal: Towards a Meta-Conversational Framework to Understand Teacher's Instructional Goals for K-12 Physics

Effat Farhana, Souvika Sarkar, Ralph Knipper, Indrani Dey, Hari Narayanan, Sadhana Puntambekar, Shubhra Kanti Karmaker

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

2406.18825 2024-06-28 cs.IR 80%

ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation

Jizheng Chen, Kounianhua Du, Jianghao Lin, Bo Chen, Ruiming Tang, Weinan Zhang

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

2406.14563 2024-06-21 cs.CL cs.AI cs.LG 80%

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch

Hasan Abed Al Kader Hammoud, Umberto Michieli, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem, Mete Ozay

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

Comments Under review

2406.04136 2024-06-07 cs.CL cs.AI cs.LG 80%

Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts

Shubham Kumar Nigam, Anurag Sharma, Danush Khanna, Noel Shallum, Kripabandhu Ghosh, Arnab Bhattacharya

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

2402.12991 2024-06-07 cs.LG cs.AI cs.CL cs.CR 80%

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh

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

Comments Accepted at ACL 2024 (findings)

2405.08839 2024-05-16 cs.DB cs.AI cs.CL cs.LG 80%

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs

Satya K Gundabathula, Sriram R Kolar

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

Comments Accepted as a poster for Clinical NLP workshop at NAACL 2024

2405.02778 2024-05-07 cs.IR 80%

Improve Temporal Awareness of LLMs for Sequential Recommendation

Zhendong Chu, Zichao Wang, Ruiyi Zhang, Yangfeng Ji, Hongning Wang, Tong Sun

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 10 pages

2312.02445 2024-05-07 cs.IR 80%

LLaRA: Large Language-Recommendation Assistant

Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 11 pages, 5 figures

2404.18976 2024-05-01 cs.LG cs.AI cs.CL cs.CV cs.MM 80%

Foundations of Multisensory Artificial Intelligence

Paul Pu Liang

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、cs.LG

Comments CMU Machine Learning Department PhD Thesis

2404.13081 2024-04-23 cs.CL cs.AI cs.LG 80%

SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs

Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin

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

Comments Accepted at ICLR 2024

2404.08020 2024-04-15 cs.AI cs.CL cs.DL cs.IR cs.LG 80%

Augmenting Knowledge Graph Hierarchies Using Neural Transformers

Sanat Sharma, Mayank Poddar, Jayant Kumar, Kosta Blank, Tracy King

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

Comments European Conference on Information Retrieval 2024

2404.01268 2024-04-02 cs.CL cs.AI cs.DL cs.LG cs.SI 80%

Mapping the Increasing Use of LLMs in Scientific Papers

Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D Manning, James Y. Zou

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

2309.05163 2024-03-12 physics.ed-ph 80%

The Impact of AI in Physics Education: A Comprehensive Review from GCSE to University Levels

Will Yeadon, Tom Hardy

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 22 pages, 10 Figures, 2 Tables

2402.13482 2024-02-22 cs.CL cs.AI cs.LG 80%

Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks

Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang

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

2311.01256 2024-02-06 cs.CL cs.AI cs.LG cs.PF 80%

An energy-based comparative analysis of common approaches to text classification in the Legal domain

Sinan Gultekin, Achille Globo, Andrea Zugarini, Marco Ernandes, Leonardo Rigutini

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

Comments Presented at The 4th International Conference on NLP & Text Mining (NLTM 2024), January 27-28 2024, Copenhagen, Denmark - 12 pages, 1 figure, 7 tables

Journal ref Computer Science & Information Technology (CS & IT) ISSN 2231-5403 Volume 14, Number 02, January 2024

2312.07559 2023-12-18 cs.CL cs.AI cs.LG 80%

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, Sam Cox, Samuel G. Rodriques, Andrew D. White

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

2305.04533 2023-08-17 cs.CL cs.AI cs.LG 80%

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos, Kangwook Lee

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

Comments Accepted to the Findings of ACL2023. The camera-ready version with additional experimental results will be uploaded

1. 领域大模型 12659 篇

Is ChatGPT Transforming Academics' Writing Style?

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Can Stories Help LLMs Reason? Curating Information Space Through Narrative

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining

View From Above: A Framework for Evaluating Distribution Shifts in Model Behavior

Are LLMs Ready for Real-World Materials Discovery?

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering

CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation

One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial Support

Examining the Influence of Varied Levels of Domain Knowledge Base Inclusion in GPT-based Intelligent Tutors

SimPal: Towards a Meta-Conversational Framework to Understand Teacher's Instructional Goals for K-12 Physics

ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch

Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs

Improve Temporal Awareness of LLMs for Sequential Recommendation

LLaRA: Large Language-Recommendation Assistant

Foundations of Multisensory Artificial Intelligence

SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs

Augmenting Knowledge Graph Hierarchies Using Neural Transformers

Mapping the Increasing Use of LLMs in Scientific Papers

The Impact of AI in Physics Education: A Comprehensive Review from GCSE to University Levels

Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks

An energy-based comparative analysis of common approaches to text classification in the Legal domain

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation