Mandar Mitra

Orcid: 0000-0001-9045-9971

Affiliations:
  • Indian Statistical Institute, Kolkata, India
  • Cornell University, Department of Computer Science, Ithaca, NY, USA (PhD 1999)


According to our database1, Mandar Mitra authored at least 89 papers between 1995 and 2024.

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Bibliography

2024
ir_explain: a Python Library of Explainable IR Methods.
CoRR, 2024

2023
A Relative Information Gain-based Query Performance Prediction Framework with Generated Query Variants.
ACM Trans. Inf. Syst., April, 2023

Explainable Information Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Bibliography Counselor: A Citation Recommendation Tool.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

Explainability of Text Processing and Retrieval Methods.
Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, 2023

On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction.
Proceedings of the The QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks Workshop co-located with The 45th European Conference on Information Retrieval ( ECIR), 2023

2022
Explainability of Text Processing and Retrieval Methods: A Critical Survey.
CoRR, 2022

Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

On modifying evaluation measures to deal with ties in ranked lists.
Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

An Analysis of Variations in the Effectiveness of Query Performance Prediction.
Proceedings of the Advances in Information Retrieval, 2022

Local or Global? A Comparative Study on Applications of Embedding Models for Information Retrieval.
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

On the Reproduciblity and Robustness of Query Performance Prediction Experiments - An Extended Abstract.
Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021
Tag embedding based personalized point of interest recommendation system.
Inf. Process. Manag., 2021

2020
TREC 2020 NEWS Track Background Linking Task.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Retrieving Potential Causes from a Query Event.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Where's the Why? In Search of Chains of Causes for Query Events.
Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019
Estimating Gaussian mixture models in the local neighbourhood of embedded word vectors for query performance prediction.
Inf. Process. Manag., 2019

Selecting Discriminative Terms for Relevance Model.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Identification of Depression Severity for Users of Online Platforms.
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

I-REX: A Lucene Plugin for EXplainable IR.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
To Clean or Not to Clean: Document Preprocessing and Reproducibility.
ACM J. Data Inf. Qual., 2018

An Embedding Based IR Model for Disaster Situations.
Inf. Syst. Frontiers, 2018

Using Word Embeddings for Information Retrieval: How Collection and Term Normalization Choices Affect Performance.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems.
CoRR, 2017

2016
Using Word Embeddings for Automatic Query Expansion.
CoRR, 2016

Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval.
CoRR, 2016

Retrievability of Code Mixed Microblogs.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Word Vector Compositionality based Relevance Feedback using Kernel Density Estimation.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

From a Scholarly Big Dataset to a Test Collection for Bibliographic Citation Recommendation.
Proceedings of the Scholarly Big Data: AI Perspectives, 2016

2015
Exploring Query Categorisation for Query Expansion: A Study.
CoRR, 2015

Word Embedding based Generalized Language Model for Information Retrieval.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Improving Pseudo Relevance Feedback in the Divergence from Randomness Model.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

2014
Improving query expansion using WordNet.
J. Assoc. Inf. Sci. Technol., 2014

Named Entity Recognition from Tweets.
Proceedings of the 16th LWA Workshops: KDML, 2014

2013
Query Expansion Using Term Distribution and Term Association
CoRR, 2013

A Simple Context Dependent Suggestion System.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

ISI at the TREC 2013 Federated task.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

2012
Query expansion for microblog retrieval.
Int. J. Web Sci., 2012

Contextual Suggestion.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Passage Retrieval for Tweet Contextualization at INEX 2012.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
GRAS: An effective and efficient stemming algorithm for information retrieval.
ACM Trans. Inf. Syst., 2011

Evaluation effort, reliability and reusability in XML retrieval.
J. Assoc. Inf. Sci. Technol., 2011

Query Expansion for Microblog Retrieval.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Overview of FIRE 2011.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

2010
The FIRE 2008 Evaluation Exercise.
ACM Trans. Asian Lang. Inf. Process., 2010

Introduction to the Special Issue on Indian Language Information Retrieval Part I.
ACM Trans. Asian Lang. Inf. Process., 2010

Estimating Pool-depth on Per Query Basis.
Proceedings of the 3rd International Workshop on Evaluating Information Access, 2010

DCU and ISI@INEX 2010: Adhoc and Data-Centric Tracks.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Overview of FIRE 2010.
Proceedings of the Multilingual Information Access in South Asian Languages, 2010

2009
Parameter Tuning in Pivoted Normalization for XML Retrieval: ISI@INEX09 Adhoc Focused Task.
Proceedings of the Focused Retrieval and Evaluation, 2009

2008
A Rough Set Based Approach for ECG Classification.
Trans. Rough Sets, 2008

Text collections for FIRE.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Stability of INEX 2007 Evaluation Measures.
Proceedings of the 2nd International Workshop on Evaluating Information Access, 2008

What happened at FIRE 2008?
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Indian Statistical Institute at INEX 2008 Adhoc Track.
Proceedings of the Advances in Focused Retrieval, 2008

FIRE: Forum for Information Retrieval Evaluation.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Issues in searching for Indian language web content.
Proceedings of the Proceeding of the 2nd ACM workshop on Improving Non English Web Searching, 2008

2007
YASS: Yet another suffix stripper.
ACM Trans. Inf. Syst., 2007

Computation of QRS Vector of ECG Signal for Observation of It's Clinical Significance.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Initiative for Indian Language IR Evaluation.
Proceedings of the 1st International Workshop on Evaluating Information Access, 2007

Indian Statistical Institute at INEX 2007 Adhoc Track: VSM Approach.
Proceedings of the Focused Access to XML Documents, 2007

Preliminary Level Cardiac Abnormality Detection Using Wireless Telecardiology System.
Proceedings of the First International Conference on the Digital Society (ICDS 2007), 2007

Hungarian and Czech Stemming using YASS.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Bulgarian, Hungarian and Czech Stemming Using YASS.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
An Approach to a Rough Set Based Disease Inference Engine for ECG Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Statistical vs. Rule-Based Stemming for Monolingual French Retrieval.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

2004
Generation of digital time database from paper ECG records and Fourier transform-based analysis for disease identification.
Comput. Biol. Medicine, 2004

2003
An automated data extraction system from 12 lead ECG images.
Comput. Methods Programs Biomed., 2003

2001
Multi-Skew Detection of Indian Script Documents.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Automatic Recognition of Printed Oriya Script.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Information Retrieval from Documents: A Survey.
Inf. Retr., 2000

Review - Summarizing Information; B. Endres-Niggemeyer, Springer-Verlag 1998.
Inf. Process. Manag., 2000

Using clustering and SuperConcepts within SMART: TREC 6.
Inf. Process. Manag., 2000

1999
Spatial Color Indexing and Applications.
Int. J. Comput. Vis., 1999

1998
High-Precision Information Retrieval.
PhD thesis, 1998

SMART High Precision: TREC 7.
Proceedings of The Seventh Text REtrieval Conference, 1998

The Smart/Empire TIPSTER IR System.
Proceedings of the TIPSTER TEXT PROGRAM PHASE III: Proceedings of a Workshop held at Baltimore, 1998

Improving Automatic Query Expansion.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

Spatial Color Indexing and Applications.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
Automatic Text Structuring and Summarization.
Inf. Process. Manag., 1997

Learning Routing Queries in a Query Zone.
Proceedings of the SIGIR '97: Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1997

An Analysis of Statistical and Syntactic Phrases.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1997

Combining Supervised Learning with Color Correlograms for Content-Based Image Retrieval.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

Image Indexing Using Color Correlograms.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Document Length Normalization.
Inf. Process. Manag., 1996

Using Query Zoning and Correlation Within SMART: TREC 5.
Proceedings of The Fifth Text REtrieval Conference, 1996

Pivoted Document Length Normalization.
Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996

Automatic Text Decomposition Using Text Segments and Text Themes.
Proceedings of the Hypertext '96, 1996

1995
New Retrieval Approaches Using SMART: TREC 4.
Proceedings of The Fourth Text REtrieval Conference, 1995


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