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AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages

Apr 30, 2020
Anoop Kunchukuttan, Divyanshu Kakwani, Satish Golla, Gokul N. C., Avik Bhattacharyya, Mitesh M. Khapra, Pratyush Kumar

* 7 pages, 8 tables, https://github.com/ai4bharat-indicnlp/indicnlp_corpus 

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Learning Geometric Word Meta-Embeddings

Apr 20, 2020
Pratik Jawanpuria, N T V Satya Dev, Anoop Kunchukuttan, Bamdev Mishra


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Utilizing Language Relatedness to improve Machine Translation: A Case Study on Languages of the Indian Subcontinent

Mar 19, 2020
Anoop Kunchukuttan, Pushpak Bhattacharyya

* This work was done in 2017-2018 as part of the first author's thesis 

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A Comprehensive Survey of Multilingual Neural Machine Translation

Jan 07, 2020
Raj Dabre, Chenhui Chu, Anoop Kunchukuttan

* This is an extended version of our survey paper on multilingual NMT. The previous version [arXiv:1905.05395] is rather condensed and is useful for speed-reading whereas this version is more beginner friendly. Under review at the computing surveys journal. We have intentionally decided to maintain both short and long versions of our survey paper for different reader groups 

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A Survey of Multilingual Neural Machine Translation

May 14, 2019
Raj Dabre, Chenhui Chu, Anoop Kunchukuttan

* Will be submitted to a journal. All authors contributed equally 

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Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages

Nov 01, 2018
Rudra Murthy V, Anoop Kunchukuttan, Pushpak Bhattacharyya


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McTorch, a manifold optimization library for deep learning

Oct 04, 2018
Mayank Meghwanshi, Pratik Jawanpuria, Anoop Kunchukuttan, Hiroyuki Kasai, Bamdev Mishra


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Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach

Aug 28, 2018
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra


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The IIT Bombay English-Hindi Parallel Corpus

May 19, 2018
Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya

* accepted for LREC 2018, 4 pages, parallel corpus for English-Hindi machine translation 

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Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT

Oct 04, 2017
Anoop Kunchukuttan, Maulik Shah, Pradyot Prakash, Pushpak Bhattacharyya

* Accepted at IJCNLP 2017, 7 pages, 7 tables 

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Learning variable length units for SMT between related languages via Byte Pair Encoding

Jul 20, 2017
Anoop Kunchukuttan, Pushpak Bhattacharyya

* Accepted at First Workshop on Subword and Character LEvel Models in NLP (SCLeM) to be held at EMNLP 2017 

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Faster decoding for subword level Phrase-based SMT between related languages

Nov 01, 2016
Anoop Kunchukuttan, Pushpak Bhattacharyya

* Accepted at VarDial3 (Third Workshop on NLP for Similar Languages, Varieties and Dialects) collocated with COLING 2016; 7 pages 

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Orthographic Syllable as basic unit for SMT between Related Languages

Oct 03, 2016
Anoop Kunchukuttan, Pushpak Bhattacharyya

* 7 pages, 1 figure, compiled with XeTex, to be published at the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016 

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