Multilingual Language Processing From Bytes

1 December 2015

Papers citing "Multilingual Language Processing From Bytes"

50 / 95 papers shown

Title
MorphBPE: A Morpho-Aware Tokenizer Bridging Linguistic Complexity for Efficient LLM Training Across Morphologies Ehsaneddin Asgari Yassine El Kheir Mohammad Ali Sadraei Javaheri 58 0 0 02 Feb 2025
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 37 2 0 28 Oct 2024
Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition Ke Bao Chonghuan Yang 27 0 0 24 Jul 2024
Optimizing Byte-level Representation for End-to-end ASR Roger Hsiao Liuhui Deng Erik McDermott R. Travadi Xiaodan Zhuang 21 0 0 14 Jun 2024
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer Elizabeth Salesky Neha Verma Philipp Koehn Matt Post 19 14 0 23 May 2023
Language-universal phonetic encoder for low-resource speech recognition Siyuan Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang 31 2 0 19 May 2023
What is the best recipe for character-level encoder-only modelling? Kris Cao 32 2 0 09 May 2023
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags Jiang-Dong Liu Donghong Ji Jingye Li Dongdong Xie Chong Teng Liang Zhao Fei Li 19 15 0 01 Nov 2022
A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture H. Niknazar S. Mednick 16 4 0 11 Jul 2022
Bilingual End-to-End ASR with Byte-Level Subwords Liuhui Deng Roger Hsiao Arnab Ghoshal 13 4 0 01 May 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 40 98 0 24 Mar 2022
Unified Named Entity Recognition as Word-Word Relation Classification Jingye Li Hao Fei Jiang-Dong Liu Shengqiong Wu Meishan Zhang Chong Teng Donghong Ji Fei Li 23 241 0 19 Dec 2021
ML Based Lineage in Databases Michael Leybovich O. Shmueli AI4TS 22 2 0 13 Sep 2021
Active Learning for Massively Parallel Translation of Constrained Text into Low Resource Languages Zhong Zhou A. Waibel 12 5 0 16 Aug 2021
byteSteady: Fast Classification Using Byte-Level n-Gram Embeddings Xiang Zhang Alexandre Drouin Raymond Li 14 1 0 24 Jun 2021
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain C. V. Toledo F. V. Dijk Marco Spruit 11 3 0 04 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng-Wei Zhang Xipeng Qiu 6 288 0 02 Jun 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 27 464 0 28 May 2021
Towards A Multi-agent System for Online Hate Speech Detection Gaurav Sahu R. Cohen Olga Vechtomova 11 9 0 03 May 2021
Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation Zhong Zhou Alexander Waibel 14 4 0 12 Apr 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 27 210 0 11 Mar 2021
Recent Trends in Named Entity Recognition (NER) Aryan Roy 23 37 0 25 Jan 2021
Training Multilingual Pre-trained Language Model with Byte-level Subwords Junqiu Wei Qun Liu Yinpeng Guo Xin Jiang 25 19 0 23 Jan 2021
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 45 17 0 19 Oct 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining T. Tsai Kevin Ji VLM 16 17 0 29 Jul 2020
Sources of Transfer in Multilingual Named Entity Recognition David Mueller Nicholas Andrews Mark Dredze 20 20 0 02 May 2020
Bootstrapping NLU Models with Multi-task Learning Shubham Kapoor C. Tirkaz 9 3 0 15 Nov 2019
Using Interlinear Glosses as Pivot in Low-Resource Multilingual Machine Translation Zhong Zhou Lori S. Levin David R. Mortensen A. Waibel 21 10 0 07 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 27 129 0 06 Nov 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 11 588 0 25 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 28 40 0 26 Sep 2019
Neural Correction Model for Open-Domain Named Entity Recognition Mengdi Zhu Zheye Deng Wenhan Xiong Mo Yu Ming Zhang William Yang Wang 21 6 0 13 Sep 2019
Neural Machine Translation with Byte-Level Subwords Changhan Wang Kyunghyun Cho Jiatao Gu 18 172 0 07 Sep 2019
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition L. Simeonova K. Simov P. Osenova Preslav Nakov 12 8 0 27 Aug 2019
Neural Architectures for Nested NER through Linearization Jana Straková Milan Straka Jan Hajic 8 246 0 19 Aug 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Z. Chen Yonghui Wu 23 422 0 11 Jul 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text Michael Hahn Marco Baroni LMTD 22 15 0 17 Jun 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong-jin Liu Huanhuan Chen Chun Miao 16 0 0 04 Jun 2019
Sentiment Tagging with Partial Labels using Modular Architectures Xiao Zhang Dan Goldwasser 12 9 0 03 Jun 2019
Effective Context and Fragment Feature Usage for Named Entity Recognition Nargiza Nosirova Mingbin Xu Hui Jiang 14 0 0 05 Apr 2019
Measuring scheduling efficiency of RNNs for NLP applications Urmish Thakker Ganesh S. Dasika Jesse G. Beu Matthew Mattina 6 13 0 05 Apr 2019
A Multi-task Learning Approach for Named Entity Recognition using Local Detection Nargiza Nosirova Mingbin Xu Hui Jiang 16 2 0 05 Apr 2019
COMIC: Towards A Compact Image Captioning Model with Attention J. Tan Chee Seng Chan Joon Huang Chuah VLM 20 40 0 04 Mar 2019
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes Bo-wen Li Yu Zhang Tara N. Sainath Yonghui Wu William Chan AuLLM 11 129 0 22 Nov 2018
Neural CRF transducers for sequence labeling Kai-Mo Hu Zhijian Ou Min Hu Junlan Feng 14 5 0 04 Nov 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 20 191 0 24 Sep 2018
A Byte-sized Approach to Named Entity Recognition Emily Sheng Premkumar Natarajan 17 0 0 22 Sep 2018
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training Peng-Tao Xu Andrea Madotto Chien-Sheng Wu Ji Ho Park Pascale Fung 16 68 0 12 Sep 2018
Paraphrases as Foreign Languages in Multilingual Neural Machine Translation Zhong Zhou Matthias Sperber A. Waibel LRM 17 19 0 25 Aug 2018