In this talk, I discuss the interdisciplinary area cognitive NLP. I discuss the various intersections which give it a unique blend and discuss the basics of research based on eye-tracking and NLP. Further, I try to illustrate the nitty-gritties of …
Automatic detection of cognates helps downstream NLP tasks of Machine Translation, Cross-lingual Information Retrieval, Computational Phylogenetics and Cross-lingual Named Entity Recognition. Previous approaches for the task of cognate detection use …
Cognates are variants of the same lexical form across different languages; for example 'fonema' in Spanish and 'phoneme' in English are cognates, both of which mean 'a unit of sound'. The task of automatic detection of cognates among any two …
In this talk, I present my primary PhD contributions where different embeddings aid in the tasks of cognate detection, and computational phylogenetics. A set of unpublished results which show that cognates, indeed, help in the downstream task of …
Cognates are present in multiple variants of the same text across different languages (e.g., hund in German and hound in English language mean dog). They pose a challenge to various Natural Language Processing (NLP) applications such as Machine …
Automatic Cognate Detection helps NLP tasks of Machine Translation, Information Retrieval, and Phylogenetics. Cognate words are defined as word pairs across languages which exhibit partial or full lexical similarity and mean the same (e.g., …
Automatic Cognate Detection (ACD) is a challenging task which has been utilized to help NLP applications like Machine Translation, Information Retrieval and Computational Phylogenetics. Unidentified cognate pairs can pose a challenge to these …
Cognates are present in multiple variants of the same text across different languages. Computational Phylogenetics uses algorithms and techniques to analyze these variants and infer phylogenetic trees for a hypothesized accurate representation based …