A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models

8 July 2021

Firoj Alam

Papers citing "A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models"

29 / 29 papers shown

Title
Spanish Pre-trained BERT Model and Evaluation Data J. Cañete Gabriel Chaperon Rodrigo Fuentes Jou-Hui Ho Hojin Kang Jorge Pérez 71 662 0 06 Aug 2023
Sentiment Classification in Bangla Textual Content: A Comparative Study Md. Arid Hasan Jannatul Tajrin Shammur A. Chowdhury Firoj Alam 10 19 0 19 Nov 2020
Bangla Text Classification using Transformers Tanvirul Alam A. Khan Firoj Alam 47 37 0 09 Nov 2020
Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages Kushal Kumar Jain Adwait Deshpande Kumar Shridhar F. Laumann Ayushman Dash 71 52 0 04 Nov 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 49 77 0 20 Sep 2020
Captum: A unified and generic model interpretability library for PyTorch Narine Kokhlikyan Vivek Miglani Miguel Martin Edward Wang B. Alsallakh ... Alexander Melnikov Natalia Kliushkina Carlos Araya Siqi Yan Orion Reblitz-Richardson FAtt 128 838 0 16 Sep 2020
AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages Anoop Kunchukuttan Divyanshu Kakwani S. Golla C. GokulN. Avik Bhattacharyya Mitesh M. Khapra Pratyush Kumar 35 82 0 30 Apr 2020
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network Md. Rezaul Karim Bharathi Raja Chakravarthi John P. Mccrae Michael Cochez 40 71 0 11 Apr 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 213 354 0 02 Mar 2020
Authorship Attribution in Bangla literature using Character-level CNN Aisha Khatun Anisur Rahman Md. Saiful Islam Marium-E-Jannat 18 15 0 11 Jan 2020
A Subword Level Language Model for Bangla Language Aisha Khatun Anisur Rahman Hemayet Ahmed Chowdhury Md. Saiful Islam A. Tasnim 21 4 0 15 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 99 971 0 10 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 195 6,538 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 212 7,481 0 02 Oct 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 95 3,147 0 01 Apr 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 75 2,745 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
Augmenting Statistical Machine Translation with Subword Translation of Out-of-Vocabulary Words Nelson F. Liu Jonathan May Michael Pust Kevin Knight 19 9 0 16 Aug 2018
Punctuation Prediction Model for Conversational Speech Piotr Żelasko Piotr Szymañski Jan Mizgajski Adrian Szymczak Yishay Carmiel Najim Dehak 39 54 0 02 Jul 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 362 1,222 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 656 131,414 0 12 Jun 2017
Sentiment Analysis on Bangla and Romanized Bangla Text (BRBT) using Deep Recurrent models Asif Hassan M. R. Amin Nabeel Mohammed A. K. Azad 37 66 0 02 Oct 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 219 4,008 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 90 2,651 0 04 Mar 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 198 7,729 0 31 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,025 0 09 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 150,006 0 22 Dec 2014
Supervised learning Methods for Bangla Web Document Categorization A. K. Mandal Rikta Sen 48 92 0 08 Oct 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 968 23,310 0 03 Jun 2014