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Swayatta/README.md

Hello there 👋, I am Swayatta. Welcome to my github 🌠

About Me

I am an MS by Research grad student, and applied NLP researcher at Data Science and Analytics Centre, IIIT Hyderabad 🎓
I am currently working on Named Entity Extraction in low-resource domain specific settings under Professor Vikram Pudi.
I have also worked on Multilingual Named Entity Recognition for Complex and Ambigous Settings for Low-Resource languages, and Knowledge Graph Alignments for Indic Languages using WikiData (work done in collaboration with LTRC centre with Prof Vasudeva Varma. )

🎯 My Areas of Research

Natural Language Processing
Scientific Information Retrival
Deep Learning
Domain Specific Information Extraction
Multilingual NLP
Knowledge Graphs
Knowledge Bases
Graph-Ranking Algorithms
Keyphrase Extraction
Artificial Intelligence
Machine Learning

📫 Linkedin
📧 [email protected], [email protected]

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  1. NeuRank_Neural-ReRanking-For-Search NeuRank_Neural-ReRanking-For-Search Public

    This project trains a BERT-based model on the Amazon ESCI dataset for query-document relevance prediction. By leveraging advanced natural language processing techniques, we aim to improve e-commerc…

    Jupyter Notebook

  2. Extraction-of-Competing-Models-using-Distant-Supervision-and-Graph-Ranking Extraction-of-Competing-Models-using-Distant-Supervision-and-Graph-Ranking Public

    Scientific Entity Extraction of Model names using Distantly Supervised training set, Graph Ranking and Domain specific sequence labeller.

    Jupyter Notebook

  3. Unsupervised-Cross-lingual-Alignment-of-Knowledge-Base-Triples-with-Sentences Unsupervised-Cross-lingual-Alignment-of-Knowledge-Base-Triples-with-Sentences Public

    Cross-lingual alignment model for creating an aligned corpus of Hindi sentences aligned with English fact triples.

    Jupyter Notebook

  4. multilingNER multilingNER Public

    Multilingual low resource sequence labeller - using BERT-CRF, BERT Linear and BERT-BiLSTM-CRF for downstream task of named entity recognition of low resource languages

    Jupyter Notebook

  5. AmitPandey-Research/Complex_NER AmitPandey-Research/Complex_NER Public

    SemEval-2022 MultiCoNER

    Python 6 1

  6. ShivprasadSagare/SC-Project ShivprasadSagare/SC-Project Public

    Repository for Team 10. Wikidata Wikipedia alignment project for course Social Computing, Spring 2021.

    Jupyter Notebook