Publications | Avinesh Polisetty

2022

Patent

Scoring Candidate Evidence Passages for Criteria Validation Using Historical Evidence Data

Lalit Agarwalla, Ankur Parikh, and Avinesh P.V.S.

Mar 2022

Filed August 19, 2019. Assigned to International Business Machines Corporation.

@misc{pvs2022patent_evidence,
  title = {Scoring Candidate Evidence Passages for Criteria Validation Using Historical Evidence Data},
  author = {Agarwalla, Lalit and Parikh, Ankur and P.V.S., Avinesh},
  howpublished = {US Patent 11,281,680},
  year = {2022},
  month = mar,
  note = {Filed August 19, 2019. Assigned to International Business Machines Corporation.},
  url = {https://patents.google.com/patent/US11281680B2/en}
}

arXiv

Model Stability with Continuous Data Updates

Huiting Liu, Avinesh P.V.S., Siddharth Patwardhan, and 2 more authors

CoRR, 2022

Bib PDF

@article{liu2022arxiv,
  title = {Model Stability with Continuous Data Updates},
  author = {Liu, Huiting and P.V.S., Avinesh and Patwardhan, Siddharth and Grasch, Peter and Agarwal, Sachin},
  journal = {CoRR},
  year = {2022},
}

arXiv

Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?

Jiawen Zhang, Abhijit Mishra, Avinesh P.V.S., and 2 more authors

CoRR, 2022

Bib PDF

@article{zhang2022arxiv,
  title = {Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?},
  author = {Zhang, Jiawen and Mishra, Abhijit and P.V.S., Avinesh and Patwardhan, Siddharth and Agarwal, Sachin},
  journal = {CoRR},
  year = {2022},
}

2021

LRE

Live blog summarization

Avinesh P.V.S., Maxime Peyrard, and Christian M. Meyer

Language Resources and Evaluation, 2021

DOI Bib

@article{pvs2021lre,
  title = {Live blog summarization},
  author = {P.V.S., Avinesh and Peyrard, Maxime and Meyer, Christian M.},
  journal = {Language Resources and Evaluation},
  volume = {55},
  number = {1},
  year = {2021},
  doi = {10.1007/s10579-020-09513-5},
}

2020

Thesis

Information Preparation with the Human in the Loop

Avinesh P.V.S.

Technical University of Darmstadt, 2020

Bib PDF

2019

Patent

Terms for Query Expansion Using Unstructured Data

Lalit Agarwalla, Ankur Parikh, and Avinesh P.V.S.

Feb 2019

Filed June 15, 2015. Assigned to International Business Machines Corporation.

Bib

@misc{pvs2019patent_query,
  title = {Terms for Query Expansion Using Unstructured Data},
  author = {Agarwalla, Lalit and Parikh, Ankur and P.V.S., Avinesh},
  howpublished = {US Patent 10,198,504},
  year = {2019},
  month = feb,
  note = {Filed June 15, 2015. Assigned to International Business Machines Corporation.},
  url = {https://patents.google.com/patent/US10198504B2/en},
}

Patent

Answering Natural Language Table Queries Through Semantic Table Representation

Avinesh P.V.S., Chinnappa Guggilla, Prabhakar R. Majjiga, and 1 more author

Jan 2019

Filed March 11, 2015. Assigned to International Business Machines Corporation.

Bib

@misc{pvs2019patent_table,
  title = {Answering Natural Language Table Queries Through Semantic Table Representation},
  author = {P.V.S., Avinesh and Guggilla, Chinnappa and Majjiga, Prabhakar R. and Midde, Praveen K.},
  howpublished = {US Patent 10,191,946},
  year = {2019},
  month = jan,
  note = {Filed March 11, 2015. Assigned to International Business Machines Corporation.},
  url = {https://patents.google.com/patent/US10191946B2/en},
}

NAACL

Data-efficient Neural Text Compression with Interactive Learning

Avinesh P.V.S. and Christian M. Meyer

In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), Jun 2019

Bib PDF

@inproceedings{pvs2019naacl,
  title = {Data-efficient Neural Text Compression with Interactive Learning},
  author = {P.V.S., Avinesh and Meyer, Christian M.},
  booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)},
  pages = {2543--2554},
  year = {2019},
  address = {Minneapolis, Minnesota},
  month = jun,
}

ECML

J3R: Joint Multi-task Learning of Ratings and Review Summaries for Explainable Recommendation

Avinesh P.V.S., Yongli Ren, Christian M. Meyer, and 3 more authors

In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Sep 2019

DOI Bib

@inproceedings{pvs2019ecml,
  title = {J3R: Joint Multi-task Learning of Ratings and Review Summaries for Explainable Recommendation},
  author = {P.V.S., Avinesh and Ren, Yongli and Meyer, Christian M. and Chan, Jeffrey and Bao, Zhifeng and Sanderson, Mark},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)},
  year = {2019},
  month = sep,
  doi = {10.1007/978-3-030-46133-1_21},
}

2018

VLDB

Sherlock: A System for Interactive Summarization of Large Text Collections

Avinesh P.V.S., Carsten Binnig, Benjamin Hättasch, and 2 more authors

Proceedings of the VLDB Endowment, 2018

DOI Bib

@article{pvs2018vldb,
  title = {Sherlock: A System for Interactive Summarization of Large Text Collections},
  author = {P.V.S., Avinesh and Binnig, Carsten and H\"{a}ttasch, Benjamin and Meyer, Christian M. and \"{O}zy\"{u}rt, Orkan},
  journal = {Proceedings of the VLDB Endowment},
  volume = {11},
  number = {12},
  year = {2018},
  doi = {10.14778/3229863.3236220},
}

COLING

A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

Andreas Hanselowski, Avinesh P.V.S., Benjamin Schiller, and 4 more authors

In Proceedings of the 27th International Conference on Computational Linguistics (COLING), Aug 2018

Bib PDF

@inproceedings{hanselowski2018coling,
  title = {A Retrospective Analysis of the Fake News Challenge Stance-Detection Task},
  author = {Hanselowski, Andreas and P.V.S., Avinesh and Schiller, Benjamin and Caspelherr, Felix and Chaudhuri, Debanjan and Meyer, Christian M. and Gurevych, Iryna},
  booktitle = {Proceedings of the 27th International Conference on Computational Linguistics (COLING)},
  pages = {1859--1874},
  year = {2018},
  address = {Santa Fe, New Mexico},
  month = aug,
}

LREC

Live Blog Corpus for Summarization

Avinesh P.V.S., Maxime Peyrard, and Christian M. Meyer

In Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC), May 2018

Bib PDF

@inproceedings{pvs2018lrec,
  title = {Live Blog Corpus for Summarization},
  author = {P.V.S., Avinesh and Peyrard, Maxime and Meyer, Christian M.},
  booktitle = {Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC)},
  year = {2018},
  address = {Miyazaki, Japan},
  month = may,
}

SNAMS

What’s Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization

Markus Zopf, Teresa Botschen, Tobias Falke, and 7 more authors

In Proceedings of the 5th International Conference on Social Networks Analysis, Management and Security (SNAMS), Oct 2018

DOI Bib

@inproceedings{zopf2018snams,
  title = {What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization},
  author = {Zopf, Markus and Botschen, Teresa and Falke, Tobias and Heinzerling, Benjamin and Marasovic, Ana and Mihaylov, Todor and P.V.S., Avinesh and Menc{\'i}a, Eneldo Loza and F\"{u}rnkranz, Johannes and Frank, Anette},
  booktitle = {Proceedings of the 5th International Conference on Social Networks Analysis, Management and Security (SNAMS)},
  year = {2018},
  month = oct,
  doi = {10.1109/SNAMS.2018.8554853},
}

2017

Patent

Automated Correction of Natural Language Processing Systems

Scott R. Carrier, Joy Mustafi, Anil M. Omanwar, and 1 more author

Jan 2017

Filed April 27, 2015. Assigned to International Business Machines Corporation.

Bib

@misc{pvs2017patent_nlp,
  title = {Automated Correction of Natural Language Processing Systems},
  author = {Carrier, Scott R. and Mustafi, Joy and Omanwar, Anil M. and P.V.S., Avinesh},
  howpublished = {US Patent 9,535,894},
  year = {2017},
  month = jan,
  note = {Filed April 27, 2015. Assigned to International Business Machines Corporation.},
  url = {https://patents.google.com/patent/US9535894B2/en},
}

ACL

Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback

Avinesh P.V.S. and Christian M. Meyer

In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), Aug 2017

Bib PDF Code

@inproceedings{pvs2017acl,
  title = {Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback},
  author = {P.V.S., Avinesh and Meyer, Christian M.},
  booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL)},
  pages = {1353--1363},
  year = {2017},
  address = {Vancouver, Canada},
  month = aug,
}

2014

SemEval

ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics

Ankur Parikh, Avinesh P.V.S., Joy Mustafi, and 2 more authors

In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval), Aug 2014

Bib PDF

@inproceedings{pvs2014semeval,
  title = {ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics},
  author = {Parikh, Ankur and P.V.S., Avinesh and Mustafi, Joy and Agarwalla, Lalith and Mungi, Ashish},
  booktitle = {Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval)},
  pages = {652--656},
  year = {2014},
  address = {Dublin, Ireland},
  month = aug,
}

2012

EURALEX

Domain Specific Corpora from the Web

Avinesh P.V.S., Diana McCarthy, Dominic Glennon, and 1 more author

In Proceedings of the 15th EURALEX International Congress, Aug 2012

Bib

@inproceedings{pvs2012euralex,
  title = {Domain Specific Corpora from the Web},
  author = {P.V.S., Avinesh and McCarthy, Diana and Glennon, Dominic and Pomik\'{a}lek, Jan},
  booktitle = {Proceedings of the 15th EURALEX International Congress},
  pages = {336--342},
  year = {2012},
  address = {Oslo, Norway},
  month = aug,
}

TIA

BootCatting comparable corpora

Adam Kilgarriff, Avinesh P.V.S., and Jan Pomikálek

In Proceedings of the 9th International Conference on Terminology and Artificial Intelligence, Nov 2012

Bib

@inproceedings{pvs2012tia,
  title = {BootCatting comparable corpora},
  author = {Kilgarriff, Adam and P.V.S., Avinesh and Pomik\'{a}lek, Jan},
  booktitle = {Proceedings of the 9th International Conference on Terminology and Artificial Intelligence},
  pages = {123--126},
  year = {2012},
  address = {Paris, France},
  month = nov,
}

2011

eLex

Comparable Corpora BootCaT

Adam Kilgarriff, Avinesh P.V.S., and Jan Pomikalek

In Proceedings of the 2nd eLex conference Electronic lexicography in the 21st century, Nov 2011

Bib

@inproceedings{pvs2011elex,
  title = {Comparable Corpora BootCaT},
  author = {Kilgarriff, Adam and P.V.S., Avinesh and Pomikalek, Jan},
  booktitle = {Proceedings of the 2nd eLex conference Electronic lexicography in the 21st century},
  pages = {122--128},
  year = {2011},
  address = {Bled, Slovenia},
  month = nov,
}

IJCNLP

Transferring Syntactic Relations from English to Hindi Using Alignments on Local Word Groups

Aswarth Dara, Prashanth Mannem, Hemanth Sagar Bayyarapu, and 1 more author

In Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP), Nov 2011

Bib PDF

@inproceedings{pvs2011ijcnlp,
  title = {Transferring Syntactic Relations from English to Hindi Using Alignments on Local Word Groups},
  author = {Dara, Aswarth and Mannem, Prashanth and Bayyarapu, Hemanth Sagar and P.V.S., Avinesh},
  booktitle = {Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP)},
  pages = {447--455},
  year = {2011},
  address = {Chiang Mai, Thailand},
  month = nov,
}

2010

ICON

Gap-fill Tests for Language Learners: Corpus-Driven Item Generation

Simon Smith, Avinesh P.V.S., and Adam Kilgarriff

In Proceedings of the 8th International Conference on Natural Language Processing (ICON), Dec 2010

Bib

@inproceedings{pvs2010icon,
  title = {Gap-fill Tests for Language Learners: Corpus-Driven Item Generation},
  author = {Smith, Simon and P.V.S., Avinesh and Kilgarriff, Adam},
  booktitle = {Proceedings of the 8th International Conference on Natural Language Processing (ICON)},
  pages = {1--6},
  year = {2010},
  address = {Kharagpur, India},
  month = dec,
}

NEWS

Phrase-Based Transliteration with Simple Heuristics

Avinesh P.V.S. and Ankur Parikh

In Proceedings of the Named Entities Workshop 2010, Jul 2010

Bib PDF

@inproceedings{pvs2010news,
  title = {Phrase-Based Transliteration with Simple Heuristics},
  author = {P.V.S., Avinesh and Parikh, Ankur},
  booktitle = {Proceedings of the Named Entities Workshop 2010},
  pages = {81--84},
  year = {2010},
  address = {Uppsala, Sweden},
  month = jul,
}

NAACL

A Data Mining Approach to Learn Reorder Rules for SMT

Avinesh P.V.S.

In Proceedings of the NAACL-HLT 2010 Student Research Workshop, Jun 2010

Bib PDF

@inproceedings{pvs2010naacl,
  title = {A Data Mining Approach to Learn Reorder Rules for SMT},
  author = {P.V.S., Avinesh},
  booktitle = {Proceedings of the NAACL-HLT 2010 Student Research Workshop},
  pages = {52--57},
  year = {2010},
  address = {Los Angeles, CA},
  month = jun,
}

LREC

A Corpus Factory for Many Languages

Adam Kilgarriff, Siva Reddy, Jan Pomikálek, and 1 more author

In Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC), May 2010

Bib

@inproceedings{pvs2010lrec,
  title = {A Corpus Factory for Many Languages},
  author = {Kilgarriff, Adam and Reddy, Siva and Pomik\'{a}lek, Jan and P.V.S., Avinesh},
  booktitle = {Proceedings of the 7th International Conference on Language Resources and Evaluation (LREC)},
  year = {2010},
  address = {Valletta, Malta},
  month = may,
}

SSST

Phrase-Based Decoding using a Discriminative Model

Prasanth Kolachina, Sriram Venkatapathy, Srinivas Bangalore, and 2 more authors

In Proceedings of the 4th Workshop on Syntax and Structure in Statistical Translation (SSST), COLING, Aug 2010

Bib PDF

@inproceedings{pvs2010ssst,
  title = {Phrase-Based Decoding using a Discriminative Model},
  author = {Kolachina, Prasanth and Venkatapathy, Sriram and Bangalore, Srinivas and Kolachina, Sudheer and P.V.S., Avinesh},
  booktitle = {Proceedings of the 4th Workshop on Syntax and Structure in Statistical Translation (SSST), COLING},
  year = {2010},
  address = {Beijing, China},
  month = aug,
}

2008

ICON

Does Syntactic Knowledge help English-Hindi SMT?

Taraka Rama, Karthik Gali, and Avinesh P.V.S.

In Proceedings of the NLP Tools contest, ICON, Dec 2008

Bib

@inproceedings{pvs2008icon,
  title = {Does Syntactic Knowledge help English-Hindi SMT?},
  author = {Rama, Taraka and Gali, Karthik and P.V.S., Avinesh},
  booktitle = {Proceedings of the NLP Tools contest, ICON},
  year = {2008},
  address = {Pune, India},
  month = dec,
}

2007

SPSAL

Part Of Speech Tagging Using Conditional Random Fields and Transformation Based Learning

Avinesh P.V.S. and Karthik Gali

In Proceedings of the Shallow Parsing for South Asian Languages (SPSAL) Workshop, held at IJCAI-07, Jan 2007

Bib PDF

@inproceedings{pvs2007spsal,
  title = {Part Of Speech Tagging Using Conditional Random Fields and Transformation Based Learning},
  author = {P.V.S., Avinesh and Gali, Karthik},
  booktitle = {Proceedings of the Shallow Parsing for South Asian Languages (SPSAL) Workshop, held at IJCAI-07},
  pages = {21--24},
  year = {2007},
  month = jan,
}