Search Results for author: Sree Harsha Ramesh

Found 4 papers, 0 papers with code

Embedded-State Latent Conditional Random Fields for Sequence Labeling

no code implementations CONLL 2018 Dung Thai, Sree Harsha Ramesh, Shikhar Murty, Luke Vilnis, Andrew McCallum

Complex textual information extraction tasks are often posed as sequence labeling or \emph{shallow parsing}, where fields are extracted using local labels made consistent through probabilistic inference in a graphical model with constrained transitions.

Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora

no code implementations NAACL 2018 Sree Harsha Ramesh, Krishna Prasad Sankaranarayanan

Resources for the non-English languages are scarce and this paper addresses this problem in the context of machine translation, by automatically extracting parallel sentence pairs from the multilingual articles available on the Internet.

Machine Translation NMT +2

A POS Tagger for Code Mixed Indian Social Media Text - ICON-2016 NLP Tools Contest Entry from Surukam

no code implementations31 Dec 2016 Sree Harsha Ramesh, Raveena R Kumar

Building Part-of-Speech (POS) taggers for code-mixed Indian languages is a particularly challenging problem in computational linguistics due to a dearth of accurately annotated training corpora.

POS

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