On Using Monolingual Corpora in Neural Machine Translation

11 March 2015

Papers citing "On Using Monolingual Corpora in Neural Machine Translation"

50 / 131 papers shown

Title
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition Zijin Gu Tatiana Likhomanenko Richard He Bai Erik McDermott R. Collobert Navdeep Jaitly AuLLM 60 2 0 24 May 2024
Effective Unsupervised Constrained Text Generation based on Perturbed Masking Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 28 1 0 24 Apr 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition Chen Chen Ruizhe Li Yuchen Hu Sabato Marco Siniscalchi Pin-Yu Chen Ensiong Chng Chao-Han Huck Yang 38 20 0 08 Feb 2024
Few-shot Action Recognition with Captioning Foundation Models Xiang Wang Shiwei Zhang Hangjie Yuan Yingya Zhang Changxin Gao Deli Zhao Nong Sang VLM 37 7 0 16 Oct 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 32 2 0 22 Sep 2023
Large-scale Language Model Rescoring on Long-form Data Tongzhou Chen Cyril Allauzen Yinghui Huang Daniel S. Park David Rybach ... Rodrigo Cabrera Kartik Audhkhasi Bhuvana Ramabhadran Pedro J. Moreno Michael Riley 38 14 0 13 Jun 2023
Improving Language Model Integration for Neural Machine Translation Christian Herold Yingbo Gao Mohammad Zeineldeen Hermann Ney 29 2 0 08 Jun 2023
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 36 2 0 07 Jun 2023
External Language Model Integration for Factorized Neural Transducers Michael Levit S. Parthasarathy Cem Aksoylar Mohammad Sadegh Rasooli Shuangyu Chang 29 2 0 26 May 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 35 42 0 10 Mar 2023
JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition Zhong Meng Weiran Wang Rohit Prabhavalkar Tara N. Sainath Tongzhou Chen Ehsan Variani Yu Zhang Bo-wen Li Andrew Rosenberg Bhuvana Ramabhadran AuLLM VLM 36 11 0 16 Feb 2023
Two Stage Contextual Word Filtering for Context bias in Unified Streaming and Non-streaming Transducer Zhanheng Yang Sining Sun Xiong Wang Yike Zhang Long Ma Linfu Xie 26 9 0 17 Jan 2023
Proceedings of the 4th International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha Elona Shatri 27 0 0 23 Nov 2022
Probing Statistical Representations For End-To-End ASR A. Ollerenshaw Md. Asif Jalal Thomas Hain 29 2 0 03 Nov 2022
Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation Rao Ma Xiaobo Wu Jin Qiu Yanan Qin Haihua Xu Peihao Wu Zejun Ma 32 2 0 02 Nov 2022
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition Suyoun Kim Ke Li Lucas Kabela Rongqing Huang Jiedan Zhu Ozlem Kalinli Duc Le 30 8 0 31 Oct 2022
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision Chak-Fai Li Francis Keith William Hartmann M. Snover 19 0 0 27 Oct 2022
Is Encoder-Decoder Redundant for Neural Machine Translation? Yingbo Gao Christian Herold Zijian Yang Hermann Ney 27 4 0 21 Oct 2022
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training Zi-Hua Zhang Long Zhou Junyi Ao Shujie Liu Lirong Dai Jinyu Li Furu Wei 61 57 0 07 Oct 2022
Relaxed Attention for Transformer Models Timo Lohrenz Björn Möller Zhengyang Li Tim Fingscheidt KELM 29 11 0 20 Sep 2022
UserLibri: A Dataset for ASR Personalization Using Only Text Theresa Breiner Swaroop Indra Ramaswamy Ehsan Variani Shefali Garg Rajiv Mathews K. Sim Kilol Gupta Mingqing Chen Lara McConnaughey 30 16 0 02 Jul 2022
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems Jesús Andrés-Ferrer Dario Albesano P. Zhan Paul Vozila 16 6 0 29 Jun 2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR Jinchuan Tian Jianwei Yu Chunlei Zhang Chao Weng Yuexian Zou Dong Yu AuLLM 22 25 0 05 Jun 2022
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Virginia Adams Sandeep Subramanian Mike Chrzanowski Oleksii Hrinchuk Oleksii Kuchaiev 33 2 0 02 Jun 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation Yichao Du Weizhi Wang Zhirui Zhang Boxing Chen Tong Xu Jun Xie Enhong Chen 53 18 0 23 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 36 82 0 10 May 2022
Improving Rare Word Recognition with LM-aware MWER Training Weiran Wang Tongzhou Chen Tara N. Sainath Ehsan Variani Rohit Prabhavalkar ... S. Mavandadi Cal Peyser Trevor Strohman Yanzhang He David Rybach KELM 40 13 0 15 Apr 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data Junyi Ao Zi-Hua Zhang Long Zhou Shujie Liu Haizhou Li Tom Ko Lirong Dai Jinyu Li Yao Qian Furu Wei SSL 25 19 0 31 Mar 2022
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT Liyan Xu Yile Gu J. Kolehmainen Haidar Khan Ankur Gandhe Ariya Rastrow A. Stolcke I. Bulyko 42 46 0 02 Feb 2022
Neural-FST Class Language Model for End-to-End Speech Recognition A. Bruguier Duc Le Rohit Prabhavalkar Dangna Li Zhe Liu Bo Wang Eun Chang Fuchun Peng Ozlem Kalinli M. Seltzer 20 6 0 28 Jan 2022
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model Jinchuan Tian Jianwei Yu Chao Weng Yuexian Zou Dong Yu 36 10 0 06 Jan 2022
NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 Sandeep Subramanian Oleksii Hrinchuk Virginia Adams Oleksii Kuchaiev VLM 27 16 0 16 Nov 2021
DEEP: DEnoising Entity Pre-training for Neural Machine Translation Junjie Hu Hiroaki Hayashi Kyunghyun Cho Graham Neubig AI4CE 27 21 0 14 Nov 2021
Context-Aware Transformer Transducer for Speech Recognition Feng-Ju Chang Jing Liu Martin H. Radfar Athanasios Mouchtaris M. Omologo Ariya Rastrow Siegfried Kunzmann 21 79 0 05 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 37 363 0 02 Nov 2021
Distributionally Robust Recurrent Decoders with Random Network Distillation Antonio Valerio Miceli Barone Alexandra Birch Rico Sennrich 39 1 0 25 Oct 2021
Efficient Sequence Training of Attention Models using Approximative Recombination Nils-Philipp Wynands Wilfried Michel Jan Rosendahl Ralf Schluter Hermann Ney 13 3 0 18 Oct 2021
On Language Model Integration for RNN Transducer based Speech Recognition Wei Zhou Zuoyun Zheng Ralf Schluter Hermann Ney 37 22 0 13 Oct 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 38 30 0 07 Oct 2021
Spell my name: keyword boosted speech recognition Namkyu Jung Geon-min Kim Joon Son Chung 51 13 0 06 Oct 2021
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 49 19 0 01 Oct 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang Daniel S. Park Wei Han James Qin Anmol Gulati ... Zhifeng Chen Quoc V. Le Chung-Cheng Chiu Ruoming Pang Yonghui Wu SSL 27 175 0 27 Sep 2021
Infusing Future Information into Monotonic Attention Through Language Models Mohd Abbas Zaidi S. Indurthi Beomseok Lee Nikhil Kumar Lakumarapu Sangha Kim 27 2 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 39 150 0 01 Sep 2021
Injecting Text in Self-Supervised Speech Pretraining Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Gary Wang Pedro J. Moreno SSL 25 36 0 27 Aug 2021
Regularizing Transformers With Deep Probabilistic Layers Aurora Cobo Aguilera Pablo Martínez Olmos Antonio Artés-Rodríguez Fernando Pérez-Cruz 41 7 0 23 Aug 2021
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English Saida Mussakhojayeva Yerbolat Khassanov H. A. Varol 22 17 0 03 Aug 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 32 56 0 26 Jul 2021