Exploration of Masked and Causal Language Modelling for Text Generation

Exploration of Masked and Causal Language Modelling for Text Generation

21 May 2024

Nicolo Micheletti

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Papers citing "Exploration of Masked and Causal Language Modelling for Text Generation"

15 / 15 papers shown

Title
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling Samuel Belkadi Libo Ren Nicolo Micheletti Lifeng Han Goran Nenadic SyDa MedIm 77 0 0 15 Sep 2024
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Yisheng Xiao Lijun Wu Junliang Guo Juntao Li Hao Fei Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 87 87 0 20 Apr 2022
ExBERT: An External Knowledge Enhanced BERT for Natural Language Inference Amit Gajbhiye Noura Al Moubayed S. Bradley 49 10 0 03 Aug 2021
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 145 354 0 07 Jul 2021
SciFive: a text-to-text transformer model for biomedical literature Long Phan J. Anibal H. Tran Shaurya Chanana Erol Bahadroglu Alec Peltekian G. Altan-Bonnet MedIm 62 151 0 28 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 108 828 0 07 May 2021
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 131 1,785 0 31 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 582 2,105 0 28 Jul 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 136 1,919 0 23 Apr 2019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 65 64 0 14 Apr 2019
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model Alex Jinpeng Wang Kyunghyun Cho VLM 112 358 0 11 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 263 3,747 0 09 Jan 2019
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014