语言大模型 / LLM - arXivDaily 专题

2104.05115 2021-04-13 cs.CL 79%

Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models

James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments NAACL 2021

2104.03474 2021-04-09 cs.CL 79%

Revisiting Simple Neural Probabilistic Language Models

Simeng Sun, Mohit Iyyer

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments To appear at NAACL 2021

2007.07834 2021-04-08 cs.CL 79%

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments NAACL 2021

2103.14580 2021-03-29 cs.CL 79%

Correcting Automated and Manual Speech Transcription Errors using Warped Language Models

Mahdi Namazifar, John Malik, Li Erran Li, Gokhan Tur, Dilek Hakkani Tür

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Submitted to INTERSPEECH

2012.06717 2021-03-19 cs.CL 79%

Mapping the Timescale Organization of Neural Language Models

Hsiang-Yun Sherry Chien, Jinhan Zhang, Christopher. J. Honey

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 23 pages, 4 main figures, 10 appendix figures; published as a conference paper at ICLR 2021

2103.07875 2021-03-16 cs.CL 79%

Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation

Heewoong Park, Sukhyun Cho, Jonghun Park

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 8 pages, 1 figures, 3 figures

2102.10958 2021-02-23 cs.CL 79%

Bilingual Language Modeling, A transfer learning technique for Roman Urdu

Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2102.06391 2021-02-16 cs.HC cs.CL 79%

Multiversal views on language models

Laria Reynolds, Kyle McDonell

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 10 pages, 7 figures

2102.04310 2021-02-09 cs.CL 79%

The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point

Magnus Sahlgren, Fredrik Carlsson

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2102.00894 2021-02-02 cs.CL 79%

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models

Nora Kassner, Philipp Dufter, Hinrich Schütze

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted to EACL 2021

2101.10448 2021-01-27 cs.CL 79%

PolyLM: Learning about Polysemy through Language Modeling

Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EACL 2021

2101.03204 2021-01-12 cs.CL 79%

Misspelling Correction with Pre-trained Contextual Language Model

Yifei Hu, Xiaonan Jing, Youlim Ko, Julia Taylor Rayz

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted by 2020 IEEE 19th International Conference on Cognitive Informatics & Cognitive Computing (ICCI* CC). IEEE

2012.15070 2021-01-01 cs.CL 79%

Enhancing Pre-trained Language Model with Lexical Simplification

Rongzhou Bao, Jiayi Wang, Zhuosheng Zhang, Hai Zhao

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2010.02448 2020-12-17 cs.CL 79%

On the Branching Bias of Syntax Extracted from Pre-trained Language Models

Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2020 findings

Journal ref EMNLP 2020 Findings

2011.06754 2020-11-16 cs.CL 79%

Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning

Morteza Rohanian, Julian Hough

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Journal ref The 28th International Conference on Computational Linguistics (COLING 2020)

2011.06056 2020-11-13 cs.CL 79%

Text Augmentation for Language Models in High Error Recognition Scenario

Karel Beneš, Lukáš Burget

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2004.14601 2020-11-02 cs.CL 79%

Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models

Isabel Papadimitriou, Dan Jurafsky

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2020

2004.02211 2020-11-02 cs.CL 79%

Syntax-driven Iterative Expansion Language Models for Controllable Text Generation

Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted at the EMNLP 2020 Workshop on Structured Prediction for NLP

2010.12881 2020-10-27 cs.CL 79%

Revisiting Neural Language Modelling with Syllables

Arturo Oncevay, Kervy Rivas Rojas

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 5 pages (main paper), 4 pages of Appendix

2010.08883 2020-10-20 cs.CL cs.IR 79%

Question Answering over Knowledge Base using Language Model Embeddings

Sai Sharath Japa, Rekabdar Banafsheh

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Journal ref 2020 International Joint Conference on Neural Networks (IJCNN)

2010.07576 2020-10-16 cs.CL 79%

Pretrained Language Models for Dialogue Generation with Multiple Input Sources

Yu Cao, Wei Bi, Meng Fang, Dacheng Tao

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 9 pages (containing 4 pages of references and appendix), accepted to EMNLP2020-Findings

2010.04746 2020-10-13 cs.CL 79%

Solving Historical Dictionary Codes with a Neural Language Model

Christopher Chu, Raphael Valenti, Kevin Knight

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 10 pages, 6 figures. To appear in EMNLP 2020

2010.04379 2020-10-12 cs.CL 79%

Q-learning with Language Model for Edit-based Unsupervised Summarization

Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 14 pages, 4 figures

2010.03749 2020-10-09 cs.SD cs.LG eess.AS 79%

Tatum-Level Drum Transcription Based on a Convolutional Recurrent Neural Network with Language Model-Based Regularized Training

Ryoto Ishizuka, Ryo Nishikimi, Eita Nakamura, Kazuyoshi Yoshii

专题命中其他LLM ：language model(title,abstract)；分类 cs.LG

Comments Accepted to APSIPA 2020

2005.00672 2020-10-08 cs.CL 79%

DagoBERT: Generating Derivational Morphology with a Pretrained Language Model

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2010.02695 2020-10-07 cs.CL 79%

Analyzing Individual Neurons in Pre-trained Language Models

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Yonatan Belinkov

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted in EMNLP 2020

2010.00153 2020-10-06 cs.CL 79%

Examining the rhetorical capacities of neural language models

Zining Zhu, Chuer Pan, Mohamed Abdalla, Frank Rudzicz

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2020 BlackboxNLP Workshop

2004.14577 2020-10-06 cs.CL 79%

Exploring Contextualized Neural Language Models for Temporal Dependency Parsing

Hayley Ross, Jonathon Cai, Bonan Min

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2007.12569 2020-09-18 cs.CL 79%

Named entity recognition in chemical patents using ensemble of contextual language models

Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2009.05782 2020-09-15 cs.CL 79%

CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models

Yandrapati Prakash Babu, Rajagopal Eswari

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments 4 pages, 2 figures

1. 其他LLM 12193 篇

Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models

Revisiting Simple Neural Probabilistic Language Models

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Correcting Automated and Manual Speech Transcription Errors using Warped Language Models

Mapping the Timescale Organization of Neural Language Models

Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation

Bilingual Language Modeling, A transfer learning technique for Roman Urdu

Multiversal views on language models

The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models

PolyLM: Learning about Polysemy through Language Modeling

Misspelling Correction with Pre-trained Contextual Language Model

Enhancing Pre-trained Language Model with Lexical Simplification

On the Branching Bias of Syntax Extracted from Pre-trained Language Models

Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning

Text Augmentation for Language Models in High Error Recognition Scenario

Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models

Syntax-driven Iterative Expansion Language Models for Controllable Text Generation

Revisiting Neural Language Modelling with Syllables

Question Answering over Knowledge Base using Language Model Embeddings

Pretrained Language Models for Dialogue Generation with Multiple Input Sources

Solving Historical Dictionary Codes with a Neural Language Model

Q-learning with Language Model for Edit-based Unsupervised Summarization

Tatum-Level Drum Transcription Based on a Convolutional Recurrent Neural Network with Language Model-Based Regularized Training

DagoBERT: Generating Derivational Morphology with a Pretrained Language Model

Analyzing Individual Neurons in Pre-trained Language Models

Examining the rhetorical capacities of neural language models

Exploring Contextualized Neural Language Models for Temporal Dependency Parsing

Named entity recognition in chemical patents using ensemble of contextual language models

CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models