KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus

2018-05-01 · LREC 2018 5 · Thanh-Le Ha, Jan Niehues, Matthias Sperber, Ngoc Quan Pham, Alex Waibel, er

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Tasks

Cross-Lingual Document Classification Document Classification Information Retrieval Machine TranslationMultilingual Word EmbeddingsNatural Language Inference Question Answering Semantic Textual Similarity Transfer Learning TranslationWord Embeddings

Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining

2021-05-21 · ACL 2020 6 · Ivana Kvapilikova, Mikel Artetxe, Gorka Labaka, Eneko Agirre 외

Existing models of multilingual sentence embeddings require large parallel data resources which are not available for low-resource languages. We propose a novel unsupervised method to derive multilingual sentence embeddi…

Language Modeling Language Modelling Machine Translation Parallel Corpus Mining+4

NIT Rourkela Machine Translation(MT) System Submission to WAT 2022 for MultiIndicMT: An Indic Language Multilingual Shared Task

2022-10-01 · WAT 2022 10 · Sudhansu Bala Das, Atharv Biradar, Tapas Kumar Mishra, Bidyut Kumar Patra

Multilingual Neural Machine Translation (MNMT) exhibits incredible performance with the development of a single translation model for many languages. Previous studies on multilingual translation reveal that multilingual …

Decoder Machine Translation NMT Translation

Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation

2020-09-16 · Elena V. Epure, Guillaume Salha, Romain Hennequin

Annotating music items with music genres is crucial for music recommendation and information retrieval, yet challenging given that music genres are subjective concepts. Recently, in order to explicitly consider this subj…

Information Retrieval Music Recommendation Retrieval TAG+2

Multilingual Transfer Learning for QA Using Translation as Data Augmentation

2020-12-10 · Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian 외

Prior work on multilingual question answering has mostly focused on using large multilingual pre-trained language models (LM) to perform zero-shot language-wise learning: train a QA model on English and test on other lan…

Cross-Lingual Transfer Data Augmentation Machine Translation Question Answering+2

KC4MT: A High-Quality Corpus for Multilingual Machine Translation

2022-06-01 · LREC 2022 6 · Vinh Van Nguyen, Ha Nguyen, Huong Thanh Le, Thai Phuong Nguyen 외

The multilingual parallel corpus is an important resource for many applications of natural language processing (NLP). For machine translation, the size and quality of the training corpus mainly affects the quality of the…

Machine Translation Sentence Translation Vocal Bursts Intensity Prediction