Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates

29 April 2018

Papers citing "Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates"

50 / 619 papers shown

Title
Mukayese: Turkish NLP Strikes Back Ali Safaya Emirhan Kurtulucs Arda Goktougan Deniz Yuret 28 22 0 02 Mar 2022
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale Laurent Sartran Samuel Barrett A. Kuncoro Milovs Stanojević Phil Blunsom Chris Dyer 50 49 0 01 Mar 2022
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation Keita Nonaka Kazutaka Yamanouchi Tomohiro I Tsuyoshi Okita Kazutaka Shimada Hiroshi Sakamoto 24 8 0 28 Feb 2022
Morphology Without Borders: Clause-Level Morphology Omer Goldman Reut Tsarfaty AILaw 49 3 0 25 Feb 2022
Screening Gender Transfer in Neural Machine Translation Guillaume Wisniewski Lichao Zhu Nicolas Bailler François Yvon 6 4 0 25 Feb 2022
Refining the state-of-the-art in Machine Translation, optimizing NMT for the JA <-> EN language pair by leveraging personal domain expertise Matthew Bieda 24 1 0 23 Feb 2022
Evaluating Persian Tokenizers Danial Kamali Behrooz Janfada Mohammad Ebrahim Shenasa B. Minaei-Bidgoli 16 1 0 22 Feb 2022
Korean Tokenization for Beam Search Rescoring in Speech Recognition Kyuhong Shim Hyewon Bae Wonyong Sung 24 0 0 22 Feb 2022
Non-Autoregressive ASR with Self-Conditioned Folded Encoders Tatsuya Komatsu 28 7 0 17 Feb 2022
USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder Bolaji Yusuf Ankur Gandhe Alex Sokolov 40 8 0 12 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
Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset Tiezheng Yu Rita Frieske Peng Xu Samuel Cahyawijaya Cheuk Tung Shadow Yiu ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung RALM 47 9 0 07 Jan 2022
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction Bowen Shi Wei-Ning Hsu Kushal Lakhotia Abdel-rahman Mohamed SSL 60 306 0 05 Jan 2022
Fine-Tuning Transformers: Vocabulary Transfer Vladislav D. Mosin Igor Samenko Alexey Tikhonov Borislav M. Kozlovskii Ivan P. Yamshchikov 25 19 0 29 Dec 2021
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 39 100 0 23 Dec 2021
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 64 287 0 20 Dec 2021
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 34 143 0 20 Dec 2021
Textless Speech-to-Speech Translation on Real Data Ann Lee Hongyu Gong Paul-Ambroise Duquenne Holger Schwenk Peng-Jen Chen ... Sravya Popuri Yossi Adi J. Pino Jiatao Gu Wei-Ning Hsu 31 143 0 15 Dec 2021
Improving Both Domain Robustness and Domain Adaptability in Machine Translation Wen Lai Jindrich Libovický Alexander Fraser AI4CE 37 14 0 15 Dec 2021
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding Kai Wei Thanh-Binh Tran Feng-Ju Chang Kanthashree Mysore Sathyendra Thejaswi Muniyappa ... A. Raju Ross McGowan Nathan Susanj Ariya Rastrow Grant P. Strimel 12 10 0 13 Dec 2021
AtteSTNet -- An attention and subword tokenization based approach for code-switched text hate speech detection Geet Shingi Vedangi Wagh Kishor Wagh Sharmila Wagh 19 0 0 10 Dec 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 74 1,126 0 18 Nov 2021
Character-level HyperNetworks for Hate Speech Detection Tomer Wullach A. Adler Einat Minkov 24 12 0 11 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
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? Arij Riabi Benoît Sagot Djamé Seddah 31 15 0 26 Oct 2021
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding Wei Wang Shuo Ren Yao Qian Shujie Liu Yu Shi Y. Qian Michael Zeng 40 17 0 23 Oct 2021
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation Guanhua Chen Shuming Ma Yun-Nung Chen Dongdong Zhang Jia Pan Wenping Wang Furu Wei LRM 31 14 0 16 Oct 2021
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing Junyi Ao Rui Wang Long Zhou Chengyi Wang Shuo Ren ... Yu Zhang Zhihua Wei Yao Qian Jinyu Li Furu Wei 118 194 0 14 Oct 2021
Automated Essay Scoring Using Transformer Models Sabrina Ludwig Christian W. F. Mayer Christopher Hansen Kerstin Eilers Steffen Brandt 19 39 0 13 Oct 2021
Decision Attentive Regularization to Improve Simultaneous Speech Translation Systems Mohd Abbas Zaidi Beomseok Lee Sangha Kim Chanwoo Kim 30 5 0 13 Oct 2021
Balancing Average and Worst-case Accuracy in Multitask Learning Paul Michel Sebastian Ruder Dani Yogatama 21 11 0 12 Oct 2021
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation Yosuke Higuchi Nanxin Chen Yuya Fujita Hirofumi Inaguma Tatsuya Komatsu Jaesong Lee Jumon Nozaki Tianzi Wang Shinji Watanabe 38 41 0 11 Oct 2021
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori 19 11 0 11 Oct 2021
Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition Guoli Ye V. Mazalov Jinyu Li Jiawei Liu 25 9 0 10 Oct 2021
Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units Yosuke Higuchi Keita Karube Tetsuji Ogawa Tetsunori Kobayashi 18 23 0 08 Oct 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 95 51 0 01 Oct 2021
BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets Yanzhu Guo Virgile Rennard Christos Xypolopoulos Michalis Vazirgiannis VLM AI4CE 42 19 0 21 Sep 2021
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training Bo Zheng Li Dong Shaohan Huang Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei VLM 21 22 0 15 Sep 2021
Wine is Not v i n. -- On the Compatibility of Tokenizations Across Languages Antonis Maronikolakis Philipp Dufter Hinrich Schütze 26 17 0 13 Sep 2021
Integrating Approaches to Word Representation Yuval Pinter NAI 50 5 0 10 Sep 2021
Speechformer: Reducing Information Loss in Direct Speech Translation Sara Papi Marco Gaido Matteo Negri Marco Turchi 67 23 0 09 Sep 2021
Subword Mapping and Anchoring across Languages Giorgos Vernikos Andrei Popescu-Belis 70 12 0 09 Sep 2021
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Thuy-Trang Vu Xuanli He D.Q. Phung Gholamreza Haffari 45 10 0 09 Sep 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Alireza Salemi Emad Kebriaei Ghazal Neisi Minaei A. Shakery CVBM 23 5 0 09 Sep 2021
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario C. Carrino Jordi Armengol-Estapé Asier Gutiérrez-Fandiño Joan Llop-Palao Marc Pàmies Aitor Gonzalez-Agirre Marta Villegas 18 44 0 08 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 52 70 0 07 Sep 2021
You should evaluate your language model on marginal likelihood over tokenisations Kris Cao Laura Rimell 39 23 0 06 Sep 2021
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology? Chantal Amrhein Rico Sennrich 32 13 0 02 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 49 150 0 01 Sep 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 92 118 0 31 Aug 2021