Soumen Chakrabarti

According to our database1, Soumen Chakrabarti authored at least 109 papers between 1993 and 2019.

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Bibliography

2019
Multi-task Learning for Target-Dependent Sentiment Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Automated Early Leaderboard Generation from Comparative Tables.
Proceedings of the Advances in Information Retrieval, 2019

2018
Focused Web Crawling.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

"Open-domain question answering using a knowledge graph and web corpus" by Uma Sawant, Soumen Chakrabarti and Ganesh Ramakrishnan with Martin Vesely as coordinator.
SIGWEB Newsletter, 2018

New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Generalizing Across Domains via Cross-Gradient Training.
Proceedings of the 6th International Conference on Learning Representations, 2018

Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Task-Specific Representation Learning for Web-Scale Entity Disambiguation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Two-Stage Framework for Computing Entity Relatedness in Wikipedia.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Discriminative Link Prediction using Local, Community, and Global Signals.
IEEE Trans. Knowl. Data Eng., 2016

Collective Entity Resolution with Multi-Focal Attention.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2014
Open-domain quantity queries on web tables: annotation, response, and consensus models.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning a Linear Influence Model from Transient Opinion Dynamics.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Data-based research at IIT Bombay.
SIGMOD Record, 2013

Learning joint query interpretation and response ranking.
Proceedings of the 22nd International World Wide Web Conference, 2013

Discriminative Link Prediction Using Local Links, Node Features and Community Structure.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Web-scale entity annotation using MapReduce.
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Joint Bootstrapping of Corpus Annotations and Entity Types.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
Compressed data structures for annotated web search.
Proceedings of the 21st World Wide Web Conference 2012, 2012

2011
Index design and query processing for graph conductance search.
VLDB J., 2011

Web-scale entity-relation search architecture.
Proceedings of the 20th International Conference on World Wide Web, 2011

SCAD: collective discovery of attribute values.
Proceedings of the 20th International Conference on World Wide Web, 2011

Social media: source of information or bunch of noise.
Proceedings of the 20th International Conference on World Wide Web, 2011

Diversity in ranking via resistive graph centers.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010
Annotating and Searching Web Tables Using Entities, Types and Relationships.
PVLDB, 2010

Enhancing Search with Structure.
IEEE Data Eng. Bull., 2010

Making Web-scale Entity-Relationship Search a Reality.
Proceedings of the 16th International Conference on Management of Data, 2010

2009
Focused Web Crawling.
Proceedings of the Encyclopedia of Database Systems, 2009

Learning to rank for quantity consensus queries.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Collective annotation of Wikipedia entities in web text.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Conditional Models for Non-smooth Ranking Loss Functions.
Proceedings of the ICDM 2009, 2009

2008
Fast algorithms for topk personalized pagerank queries.
Proceedings of the 17th International Conference on World Wide Web, 2008

New Closed-Form Bounds on the Partition Function.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Structured learning for non-smooth ranking losses.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Index Design for Dynamic Personalized PageRank.
Proceedings of the 24th International Conference on Data Engineering, 2008


2007
The Influence of Search Engines on Preferential Attachment.
Internet Mathematics, 2007

Learning to Rank in Vector Spaces and Social Networks.
Internet Mathematics, 2007

Dynamic personalized pagerank in entity-relation graphs.
Proceedings of the 16th International Conference on World Wide Web, 2007

Learning random walks to rank nodes in graphs.
Proceedings of the Machine Learning, 2007

2006
Optimizing scoring functions and indexes for proximity search in type-annotated corpora.
Proceedings of the 15th international conference on World Wide Web, 2006

Learning Parameters in Entity Relationship Graphs from Ranking Preferences.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Learning to rank networked entities.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Exploiting the dynamic networking effects of the web.
Proceedings of the 14th international conference on World Wide Web, 2005

Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Bidirectional Expansion For Keyword Search on Graph Databases.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

The influence of search engines on preferential attachment.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005

SPIN: searching personal information networks.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Enhanced Answer Type Inference from Questions using Sequential Models.
Proceedings of the HLT/EMNLP 2005, 2005

2004
Guest Editors' Introduction: Special Section on Mining and Searching the Web.
IEEE Trans. Knowl. Data Eng., 2004

Is question answering an acquired skill?
Proceedings of the 13th international conference on World Wide Web, 2004

Web-CAM: Monitoring the dynamic Web to respond to Continual Queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Document Classification Through Interactive Supervision of Document and Term Labels.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Breaking Through the Syntax Barrier: Searching with Entities and Relations.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Discovering Links Between Lexical and Surface Features in Questions and Answers.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004

Breaking Through the Syntax Barrier: Searching with Entities and Relations.
Proceedings of the Machine Learning: ECML 2004, 2004

2003
Fast and accurate text classification via multiple linear discriminant projections pp.
VLDB J., 2003

Monitoring the dynamic web to respond to continuous queries.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Cross-training: learning probabilistic mappings between topics.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

User Interaction in the BANKS System.
Proceedings of the 19th International Conference on Data Engineering, 2003

Mining the web - discovering knowledge from hypertext data.
Morgan Kaufmann, ISBN: 978-1-55860-754-5, 2003

2002
Analyzing Fine-grained Hypertext Features for Enhanced Crawling and Topic Distillation.
IEEE Data Eng. Bull., 2002

Accelerated focused crawling through online relevance feedback.
Proceedings of the Eleventh International World Wide Web Conference, 2002

The structure of broad topics on the web.
Proceedings of the Eleventh International World Wide Web Conference, 2002

Fast and Accurate Text Classification via Multiple Linear Discriminant Projections.
Proceedings of the VLDB 2002, 2002

Searching and Mining Fine-Grained Semi-Structured Data.
Proceedings of the VLDB 2002, 2002

BANKS: Browsing and Keyword Searching in Relational Databases.
Proceedings of the VLDB 2002, 2002

Scaling multi-class support vector machines using inter-class confusion.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Keyword Searching and Browsing in Databases using BANKS.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
Keeyword Search in Databases.
IEEE Data Eng. Bull., 2001

Integrating the document object model with hyperlinks for enhanced topic distillation and information extraction.
Proceedings of the Tenth International World Wide Web Conference, 2001

Enhanced Topic Distillation Using Text, Markup Tags, and Hyperlinks.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Hubs and Authorities: Spreading Out and Zooming In.
Proceedings of the First International Workshop on Web Dynamics, 2001

2000
Data mining for hypertext: A tutorial survey.
SIGKDD Explorations, 2000

Using Memex to archive and mine community Web browsing experience.
Computer Networks, 2000

Memex: A Browsing Assistant for Collaborative Archiving and Mining of Surf Trails.
Proceedings of the VLDB 2000, 2000

1999
Recent results in automatic Web resource discovery.
ACM Comput. Surv., 1999

Mining the Web's Link Structure.
IEEE Computer, 1999

Surfing the Web Backwards.
Computer Networks, 1999

Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery.
Computer Networks, 1999

Topic Distillation and Spectral Filtering.
Artif. Intell. Rev., 1999

Distributed Hypertext Resource Discovery Through Examples.
Proceedings of the VLDB'99, 1999

Hypertext Databases and Data Mining.
Proceedings of the SIGMOD 1999, 1999

1998
Scalable Feature Selection, Classification and Signature Generation for Organizing Large Text Databases into Hierarchical Topic Taxonomies.
VLDB J., 1998

Parallel randomized load balancing.
Random Struct. Algorithms, 1998

Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text.
Computer Networks, 1998

Mining Surprising Patterns Using Temporal Description Length.
Proceedings of the VLDB'98, 1998

Flow and Stretch Metrics for Scheduling Continuous Job Streams.
Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, 1998

Enhanced Hypertext Categorization Using Hyperlinks.
Proceedings of the SIGMOD 1998, 1998

1997
Models and Scheduling Algorithms for Mixed Data and Task Parallel Programs.
J. Parallel Distrib. Comput., 1997

Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases.
Proceedings of the VLDB'97, 1997

1996
Random Allocation of Jobs with Weights and Precedence.
Theor. Comput. Sci., 1996

Resource Scheduling for Parallel Database and Scientific Applications.
Proceedings of the 8th Annual ACM Symposium on Parallel Algorithms and Architectures, 1996

Global Communication Analysis and Optimization.
Proceedings of the ACM SIGPLAN'96 Conference on Programming Language Design and Implementation (PLDI), 1996

Improved Scheduling Algorithms for Minsum Criteria.
Proceedings of the Automata, Languages and Programming, 23rd International Colloquium, 1996

1995
Parallel randomized load balancing (Preliminary Version).
Proceedings of the Twenty-Seventh Annual ACM Symposium on Theory of Computing, 1995

Modeling the Benefits of Mixed Data and Task Parallelism.
Proceedings of the 7th Annual ACM Symposium on Parallel Algorithms and Architectures, 1995

Portable Parallel Irregular Applications.
Proceedings of the Parallel Symbolic Languages and Systems, 1995

1994
Distributed Data Structures and Algorithms for Gröbner Basis Computation.
Lisp and Symbolic Computation, 1994

Adaptive Control for Packet Video.
Proceedings of the International Conference on Multimedia Computing and Systems, 1994

1993
On the Correctness of a Distributed Memory Gröbner basis Algorithm.
Proceedings of the Rewriting Techniques and Applications, 5th International Conference, 1993

Implementing an Irregular Application on a Distributed Memory Multiprocessor.
Proceedings of the Fourth ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPOPP), 1993


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