Search Results for author: Niyati Bafna

Found 6 papers, 1 papers with code

Constrained Decoding for Technical Term Retention in English-Hindi MT

no code implementations ICON 2021 Niyati Bafna, Martin Vastl, Ondřej Bojar

Technical terms may require special handling when the target audience is bilingual, depending on the cultural and educational norms of the society in question.

Machine Translation Sentence +1

Towards Handling Verb Phrase Ellipsis in English-Hindi Machine Translation

no code implementations ICON 2019 Niyati Bafna, Dipti Sharma

English-Hindi machine translation systems have difficulty interpreting verb phrase ellipsis (VPE) in English, and commit errors in translating sentences with VPE.

Machine Translation Sentence +1

Pointer-Generator Networks for Low-Resource Machine Translation: Don't Copy That!

no code implementations16 Mar 2024 Niyati Bafna, Philipp Koehn, David Yarowsky

While Transformer-based neural machine translation (NMT) is very effective in high-resource settings, many languages lack the necessary large parallel corpora to benefit from it.

Machine Translation NMT

When your Cousin has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages

1 code implementation23 May 2023 Niyati Bafna, Cristina España-Bonet, Josef van Genabith, Benoît Sagot, Rachel Bawden

Most existing approaches for unsupervised bilingual lexicon induction (BLI) depend on good quality static or contextual embeddings requiring large monolingual corpora for both languages.

Bilingual Lexicon Induction Language Modelling

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