语言大模型 / LLM - arXivDaily 专题

2311.09661 2023-11-17 cs.CL 83%

Evolving Domain Adaptation of Pretrained Language Models for Text Classification

Yun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie Hu

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

2306.15518 2023-11-17 cs.CL 83%

Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool

Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold

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

Comments A new version of the ChatReport paper: arXiv:2307.15770

2310.09929 2023-10-17 cs.CV cs.CL 83%

Prompting Scientific Names for Zero-Shot Species Recognition

Shubham Parashar, Zhiqiu Lin, Yanan Li, Shu Kong

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

Comments EMNLP 2023

2309.09362 2023-09-19 cs.CL 83%

Language models are susceptible to incorrect patient self-diagnosis in medical applications

Rojin Ziaei, Samuel Schmidgall

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

Comments 4 pages, Deep Generative Models for Health NeurIPS 2023

2308.03638 2023-08-08 cs.CL 83%

KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering

Ankush Agarwal, Sakharam Gawade, Amar Prakash Azad, Pushpak Bhattacharyya

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

2308.02773 2023-08-08 cs.CL 83%

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

Yuhao Dan, Zhikai Lei, Yiyang Gu, Yong Li, Jianghao Yin, Jiaju Lin, Linhao Ye, Zhiyan Tie, Yougen Zhou, Yilei Wang, Aimin Zhou, Ze Zhou, Qin Chen, Jie Zhou, Liang He, Xipeng Qiu

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

2307.14901 2023-07-28 cs.CV cs.AI 83%

Text-guided Foundation Model Adaptation for Pathological Image Classification

Yunkun Zhang, Jin Gao, Mu Zhou, Xiaosong Wang, Yu Qiao, Shaoting Zhang, Dequan Wang

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

Comments Accepted to MICCAI2023

2307.09435 2023-07-19 eess.AS cs.AI cs.SD 83%

SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs

Yinghao Aaron Li, Cong Han, Nima Mesgarani

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

Comments WASPAA 2023

2307.03122 2023-07-10 cs.CL 83%

Extracting Multi-valued Relations from Language Models

Sneha Singhania, Simon Razniewski, Gerhard Weikum

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

Comments Accepted to Repl4NLP Workshop at ACL 2023

2307.01387 2023-07-06 cs.CL 83%

ALBERTI, a Multilingual Domain Specific Language Model for Poetry Analysis

Javier de la Rosa, Álvaro Pérez Pozo, Salvador Ros, Elena González-Blanco

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

Comments Accepted for publication at SEPLN 2023: 39th International Conference of the Spanish Society for Natural Language Processing

2306.10974 2023-06-22 cs.CL 83%

Fine-Tuning Language Models for Scientific Writing Support

Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffman, Nicolas Lell, Ansgar Scherp

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

2306.05406 2023-06-09 cs.CL 83%

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories

Shizhe Diao, Tianyang Xu, Ruijia Xu, Jiawei Wang, Tong Zhang

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

Comments ACL 2023

2306.02870 2023-06-06 cs.CL 83%

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research

Made Nindyatama Nityasya, Haryo Akbarianto Wibowo, Alham Fikri Aji, Genta Indra Winata, Radityo Eko Prasojo, Phil Blunsom, Adhiguna Kuncoro

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

Comments Accepted at ACL 2023

2305.05609 2023-05-10 cs.CL stat.AP 83%

The Case Records of ChatGPT: Language Models and Complex Clinical Questions

Timothy Poterucha, Pierre Elias, Christopher M. Haggerty

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

Comments 9 pages, 2 figures

2304.14204 2023-04-28 cs.AI cs.CV 83%

Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining

Bingqian Lin, Zicong Chen, Mingjie Li, Haokun Lin, Hang Xu, Yi Zhu, Jianzhuang Liu, Wenjia Cai, Lei Yang, Shen Zhao, Chenfei Wu, Ling Chen, Xiaojun Chang, Yi Yang, Lei Xing, Xiaodan Liang

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

Comments Project page: https://github.com/chenzcv7/MOTOR

2304.02468 2023-04-06 cs.CL 83%

Comparative Analysis of CHATGPT and the evolution of language models

Oluwatosin Ogundare, Gustavo Quiros Araya

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

Comments 10 Pages

2301.12868 2023-03-10 cs.CL 83%

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex

Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang, Gholamreza Haffari, Yuan-Fang Li

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

Comments Accepted at EACL2023 (main)

2302.04459 2023-02-10 cs.CL 83%

Global Constraints with Prompting for Zero-Shot Event Argument Classification

Zizheng Lin, Hongming Zhang, Yangqiu Song

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

Comments Accepted by EACL 2023 (Findings)

2302.03353 2023-02-08 cs.CL 83%

What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories

Oscar Sainz, Oier Lopez de Lacalle, Eneko Agirre, German Rigau

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

Comments Presented at GWC2023

2301.09017 2023-02-07 cs.CL 83%

Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?

Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao

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

Comments EACL 2023. arXiv admin note: text overlap with arXiv:2202.00567

2302.00612 2023-02-02 cs.AI 83%

Clinical Decision Transformer: Intended Treatment Recommendation through Goal Prompting

Seunghyun Lee, Da Young Lee, Sujeong Im, Nan Hee Kim, Sung-Min Park

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

2211.10000 2022-11-21 cs.LG q-bio.GN 83%

Protein language model rescue mutations highlight variant effects and structure in clinically relevant genes

Onuralp Soylemez, Pablo Cordero

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

Comments NeurIPS 2022, Workshop on Learning Meaningful Representations of Life

2208.03306 2022-08-08 cs.CL 83%

Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

Margaret Li, Suchin Gururangan, Tim Dettmers, Mike Lewis, Tim Althoff, Noah A. Smith, Luke Zettlemoyer

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

2203.10714 2022-03-22 cs.CL 83%

A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement

Yuting Yang, Pei Huang, Juan Cao, Jintao Li, Yun Lin, Jin Song Dong, Feifei Ma, Jian Zhang

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

2109.00993 2021-09-16 cs.CL 83%

LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training

Benjamin Clavié, Akshita Gheewala, Paul Briton, Marc Alphonsus, Rym Laabiyad, Francesco Piccoli

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

2104.05433 2021-04-13 cs.CL 83%

Multilingual Language Models Predict Human Reading Behavior

Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena Jäger, Lisa Beinborn

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

Comments accepted at NAACL 2021

2011.11499 2020-11-24 cs.CL 83%

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model

Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

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

Journal ref IJCAI-PRICAI2020

2010.00784 2020-10-05 cs.CL 83%

An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training

Kristjan Arumae, Qing Sun, Parminder Bhatia

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

Comments arXiv admin note: text overlap with arXiv:2004.03794

2009.04095 2020-09-10 cs.CL 83%

Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability

Mayank Chhipa, Hrushikesh Mahesh Vazurkar, Abhijeet Kumar, Mridul Mishra

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

Comments 6 pages Source code at https://github.com/fidelity/classitransformers PyPi https://pypi.org/project/classitransformers/

2006.08097 2020-07-10 cs.CL 83%

FinBERT: A Pretrained Language Model for Financial Communications

Yi Yang, Mark Christopher Siy UY, Allen Huang

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

Comments https://github.com/yya518/FinBERT

1. 领域大模型 12581 篇

Evolving Domain Adaptation of Pretrained Language Models for Text Classification

Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool

Prompting Scientific Names for Zero-Shot Species Recognition

Language models are susceptible to incorrect patient self-diagnosis in medical applications

KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

Text-guided Foundation Model Adaptation for Pathological Image Classification

SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs

Extracting Multi-valued Relations from Language Models

ALBERTI, a Multilingual Domain Specific Language Model for Poetry Analysis

Fine-Tuning Language Models for Scientific Writing Support

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories

On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research

The Case Records of ChatGPT: Language Models and Complex Clinical Questions

Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining

Comparative Analysis of CHATGPT and the evolution of language models

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex

Global Constraints with Prompting for Zero-Shot Event Argument Classification

What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories

Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?

Clinical Decision Transformer: Intended Treatment Recommendation through Goal Prompting

Protein language model rescue mutations highlight variant effects and structure in clinically relevant genes

Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement

LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training

Multilingual Language Models Predict Human Reading Behavior

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model

An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training

Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability

FinBERT: A Pretrained Language Model for Financial Communications