语言大模型 / LLM - arXivDaily 专题

2104.07613 2021-04-16 cs.CL 79%

SINA-BERT: A pre-trained Language Model for Analysis of Medical Texts in Persian

Nasrin Taghizadeh, Ehsan Doostmohammadi, Elham Seifossadat, Hamid R. Rabiee, Maedeh S. Tahaei

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

2104.07078 2021-04-16 cs.CL 79%

UDALM: Unsupervised Domain Adaptation through Language Modeling

Constantinos Karouzos, Georgios Paraskevopoulos, Alexandros Potamianos

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

Comments Accepted for publication in 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2104.05277 2021-04-13 cs.CL 79%

Building a Swedish Open-Domain Conversational Language Model

Tobias Norlund, Agnes Stenbom

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

2004.14614 2021-04-07 cs.CL 79%

Knowledge Injection into Dialogue Generation via Language Models

Yi-Lin Tuan, Wei Wei, William Yang Wang

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

2102.09786 2021-02-22 cs.CL 79%

An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation

ChaeHun Park, Sangwoo Seo

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

Comments 4+2 pages

2101.03229 2021-02-18 cs.CL cs.SD eess.AS 79%

Domain-aware Neural Language Models for Speech Recognition

Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko

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

Comments ICASSP 2021

2008.06208 2021-02-12 eess.AS cs.CL cs.SD 79%

Adaptable Multi-Domain Language Model for Transformer ASR

Taewoo Lee, Min-Joong Lee, Tae Gyoon Kang, Seokyeoung Jung, Minseok Kwon, Yeona Hong, Jungin Lee, Kyoung-Gu Woo, Ho-Gyeong Kim, Jiseung Jeong, Jihyun Lee, Hosik Lee, Young Sang Choi

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

Comments This paper is accepted for presentation at IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP), 2021

2101.02661 2021-02-01 cs.CL 79%

Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models

Oscar Sainz, German Rigau

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

Comments Accepted on Proceedings of the 11th Global WordNet Conference (GWC 2021).

2012.00584 2020-12-02 cs.CL cs.IR 79%

Neural language models for text classification in evidence-based medicine

Andres Carvallo, Denis Parra, Gabriel Rada, Daniel Perez, Juan Ignacio Vasquez, Camilo Vergara

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

2011.09708 2020-11-20 cs.CL 79%

Are Pre-trained Language Models Knowledgeable to Ground Open Domain Dialogues?

Yufan Zhao, Wei Wu, Can Xu

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

2010.15778 2020-10-30 cs.CL 79%

Contextual BERT: Conditioning the Language Model Using a Global State

Timo I. Denk, Ana Peleteiro Ramallo

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

Comments Accepted at the TextGraphs-14 workshop at COLING'2020 - The 28th International Conference on Computational Linguistics

2010.06060 2020-10-15 cs.CL 79%

BioMegatron: Larger Biomedical Domain Language Model

Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina, Raul Puri, Mostofa Patwary, Mohammad Shoeybi, Raghav Mani

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

Comments Accepted for publication at EMNLP 2020

2005.00766 2020-10-14 cs.CL 79%

BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA

Nora Kassner, Hinrich Schütze

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

Comments to appear in EMNLP Findings

2010.01739 2020-10-06 cs.CL 79%

Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models

Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari

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

Comments EMNLP2020

2009.14109 2020-10-01 cs.CL 79%

Improving Low Compute Language Modeling with In-Domain Embedding Initialisation

Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld

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

Comments To appear at EMNLP 2020

1910.13664 2020-09-18 cs.CL 79%

Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models

Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze

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

Comments Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract The original paper was published in December 2019. After publication, we identified a bug in our code that resulted in an error in our reported results. This version of the paper corrects that error and clarifies some of our descriptions of the experiments

2007.03765 2020-07-09 cs.CL 79%

Evaluating German Transformer Language Models with Syntactic Agreement Tests

Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller

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

Comments SwissText + KONVENS 2020

Journal ref Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, SwissText/KONVENS 2020, Zurich, Switzerland, June 23-25, 2020 [online only]. CEUR Workshop Proceedings 2624

2006.13200 2020-06-24 cs.CL 79%

Combining Neural Language Models for WordSense Induction

Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina

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

Comments International Conference on Analysis of Images, Social Networks and Texts AIST 2019: Analysis of Images, Social Networks and Texts, pp 105-121

Journal ref van der Aalst W. et al. (eds) Analysis of Images, Social Networks and Texts. AIST 2019. Lecture Notes in Computer Science, vol 11832. Springer, Cham

2006.12040 2020-06-23 cs.CL 79%

Clinical Predictive Keyboard using Statistical and Neural Language Modeling

John Pavlopoulos, Panagiotis Papapetrou

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

Comments To appear in CBMS'20

1911.10768 2020-05-22 cs.CL 79%

Unsupervised Domain Adaptation of Language Models for Reading Comprehension

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Hisako Asano, Junji Tomita

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

Comments LREC2020

2004.02105 2020-05-04 cs.CL 79%

Unsupervised Domain Clusters in Pretrained Language Models

Roee Aharoni, Yoav Goldberg

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

Comments Accepted as a long paper in ACL 2020

2004.13816 2020-04-30 cs.CL 79%

DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis

Hu Xu, Bing Liu, Lei Shu, Philip S. Yu

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

2004.03794 2020-04-09 cs.CL 79%

CALM: Continuous Adaptive Learning for Language Modeling

Kristjan Arumae, Parminder Bhatia

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

2004.03497 2020-04-08 q-bio.BM cs.LG stat.ML 79%

ProGen: Language Modeling for Protein Generation

Ali Madani, Bryan McCann, Nikhil Naik, Nitish Shirish Keskar, Namrata Anand, Raphael R. Eguchi, Po-Ssu Huang, Richard Socher

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

1911.05604 2020-03-09 cs.CL 79%

Adapting and evaluating a deep learning language model for clinical why-question answering

Andrew Wen, Mohamed Y. Elwazir, Sungrim Moon, Jungwei Fan

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

1912.01156 2019-12-04 cs.CL 79%

Unsupervised Inflection Generation Using Neural Language Modeling

Octavia-Maria Sulea, Steve Young

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

Comments International Work-Conference on Artificial Neural Networks 2019

1908.11860 2019-11-20 cs.CL 79%

Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification

Alexander Rietzler, Sebastian Stabinger, Paul Opitz, Stefan Engl

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

Comments 11 pages, 1 figure, 3 tables

1908.06606 2019-10-23 cs.CL 79%

Question Answering based Clinical Text Structuring Using Pre-trained Language Model

Jiahui Qiu, Yangming Zhou, Zhiyuan Ma, Tong Ruan, Jinlin Liu, Jing Sun

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

1909.09993 2019-09-27 cs.CL 79%

Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR

Hirofumi Inaguma, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

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

Comments SLT2018

1909.08229 2019-09-19 cs.CL 79%

Pre-trained Language Model for Biomedical Question Answering

Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang

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

Comments This paper is accepted for an oral presentation in BioASQ Workshop @ ECML PKDD 2019

1. 领域大模型 12705 篇

SINA-BERT: A pre-trained Language Model for Analysis of Medical Texts in Persian

UDALM: Unsupervised Domain Adaptation through Language Modeling

Building a Swedish Open-Domain Conversational Language Model

Knowledge Injection into Dialogue Generation via Language Models

An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation

Domain-aware Neural Language Models for Speech Recognition

Adaptable Multi-Domain Language Model for Transformer ASR

Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models

Neural language models for text classification in evidence-based medicine

Are Pre-trained Language Models Knowledgeable to Ground Open Domain Dialogues?

Contextual BERT: Conditioning the Language Model Using a Global State

BioMegatron: Larger Biomedical Domain Language Model

BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA

Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models

Improving Low Compute Language Modeling with In-Domain Embedding Initialisation

Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models

Evaluating German Transformer Language Models with Syntactic Agreement Tests

Combining Neural Language Models for WordSense Induction

Clinical Predictive Keyboard using Statistical and Neural Language Modeling

Unsupervised Domain Adaptation of Language Models for Reading Comprehension

Unsupervised Domain Clusters in Pretrained Language Models

DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis

CALM: Continuous Adaptive Learning for Language Modeling

ProGen: Language Modeling for Protein Generation

Adapting and evaluating a deep learning language model for clinical why-question answering

Unsupervised Inflection Generation Using Neural Language Modeling

Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification

Question Answering based Clinical Text Structuring Using Pre-trained Language Model

Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR

Pre-trained Language Model for Biomedical Question Answering