Ganesh

Research Engineer
Inria

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I am interested in making machines understand natural language better.

Published Papers

  1. What does BERT learn about the structure of language? (pdf, slides, code, bibtex, talk, poster)
    Ganesh J, Benoit Sagot, Djame Seddah
    Association for Computational Linguistics, Jul 28 - Aug 2, Florence, Italy, 2019
  2. Contextualized Diachronic Word Representations (pdf, slides, code, bibtex)
    Ganesh J, Djame Seddah
    Workshop on Historical Language Change at Association for Computational Linguistics, Jul 28 - Aug 2, Florence, Italy, 2019
  3. ELMoLex: Connecting ELMo and Lexicon features for Dependency Parsing (pdf, code, poster, bibtex)
    Ganesh J, Benjamin Muller, Amal Fethi, Louis Martin, Eric de La Clergerie, Benoit Sagot, Djame Seddah
    CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Oct 31 - Nov 4, Brussels, Belgium, 2018
  4. Towards Interpretation of Node Embeddings (pdf, poster, bibtex, code)
    Ayushi Dalmia, Ganesh J, Manish Gupta
    International Workshop on Learning Representations for Big Networks at The Web Conference, Apr 24, Lyon, France, 2018
  5. Improving Distributed Representations of Tweets - Present and Future (pdf, poster, bibtex)
    Ganesh J
    ACL Student Research Workshop (SRW), Jul 30 - Aug 4, Vancouver, Canada, 2017
  6. Discovery and Interpretation of Embedding Models for Knowledge Representation (Master's Thesis) (pdf, slides)
    Ganesh J
    International Institute of Information Technology Hyderabad (IIITH), Jun 17, Hyderabad, India, 2017
  7. Interpretation of Semantic Tweet Representations (arxiv, pdf, bibtex, code, slides)
    Ganesh J, Manish Gupta, Vasudeva Varma
    The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Jul 31 - Aug 3, Sydney, Australia, 2017
  8. Multi-part Representation Learning For Cross-domain Web Content Classification using Neural Networks (pdf, slides, bibtex)
    Ganesh J, Himanshu Sharad Bhatt, Manjira Sinha, Shourya Roy
    The 28th ACM Conference on Hypertext and Social Media (HT), Jul 4-7, Prague, Czech Republic, 2017
  9. Improving Tweet Representations using Temporal and User Context (arxiv, pdf, slides, poster, bibtex, code)
    Ganesh J, Manish Gupta, Vasudeva Varma
    The 39th European Conf. on Information Retrieval (ECIR), Apr 9-13, Aberdeen, Scotland UK, 2017
  10. Interpreting the Syntactic and Social Elements of the Tweet Representations via Elementary Property Prediction Tasks (arxiv, pdf, slides, poster, bibtex, code)
    Ganesh J, Manish Gupta, Vasudeva Varma
    NIPS Workshop on Interpretable Machine Learning in Complex Systems, Dec 9, Barcelona, Spain, 2016
  11. Doc2Sent2Vec: A Novel Two-Phase Approach for Learning Document Representation (pdf, slides, poster, bibtex, code)
    Ganesh J, Manish Gupta, Vasudeva Varma
    The 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Jul 17-21, Pisa, Italy, 2016
  12. Author2Vec: Learning Author Representations by Combining Content and Link Information (pdf, slides, poster, bibtex, code)
    Ganesh J, Soumyajit Ganguly, Manish Gupta, Vasudeva Varma, Vikram Pudi
    The 25th International World Wide Web Conference (WWW), Apr 11-25, Montreal, Canada, 2016

Softwares

  1. FastText (code, reference)
  2. Aspect Based Sentiment Analysis using End-to-End Memory Networks (code, reference)
  3. Machine Reading and Comprehension Neural Models (code, reference)
  4. Tweet Classification Models (code)
  5. Toy codes to kick-start deep learning for NLP (code)
  6. Wikipedia Indexing and Search Engine (code)
  7. AWS-based Mobile Security Solution (code)
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