2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering
Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, Peter Fox
ACL 2021: 59th annual meeting of the Association for Computational Linguistics, pp. 202-209, Association for Computational Linguistics
Abstract table, row, question answering, natural language, transformer, pipeline, information retrieval, computer science, task, end to end principle
Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, Peter Fox
ACL 2021: 59th annual meeting of the Association for Computational Linguistics, pp. 202-209, Association for Computational Linguistics
Abstract table, row, question answering, natural language, transformer, pipeline, information retrieval, computer science, task, end to end principle
2020
Translucent Answer Predictions in Multi-Hop Reading Comprehension
G P Shrivatsa Bhargav, Michael R. Glass, Dinesh Garg, Shirish Shevade, Saswati Dana, Dinesh Khandelwal, L Venkata Subramaniam, Alfio Gliozzo
AAAI (Main Track), pp. 7700 - 7707, 2020
G P Shrivatsa Bhargav, Michael R. Glass, Dinesh Garg, Shirish Shevade, Saswati Dana, Dinesh Khandelwal, L Venkata Subramaniam, Alfio Gliozzo
AAAI (Main Track), pp. 7700 - 7707, 2020
2019
CFO: A Framework for Building Production NLP Systems
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael Glass, Vittorio Castelli, J William Murdock, Radu Florian, Salim Roukos, Avirup Sil
Empirical Methods in Natural Language Processing (EMNLP), Demo Track, 2019
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael Glass, Vittorio Castelli, J William Murdock, Radu Florian, Salim Roukos, Avirup Sil
Empirical Methods in Natural Language Processing (EMNLP), Demo Track, 2019
Scalable Hierarchical Clustering with Tree Grafting
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 1438-1448, ACM, 2019
Abstract cluster analysis, hierarchical clustering, tree, similarity, linkage, hierarchy, benchmark, theoretical computer science, scalability, computer science, hierarchical agglomerative clustering
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 1438-1448, ACM, 2019
Abstract cluster analysis, hierarchical clustering, tree, similarity, linkage, hierarchy, benchmark, theoretical computer science, scalability, computer science, hierarchical agglomerative clustering
Span Selection Pre-training for Question Answering
Michael Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G P Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
2019
Michael Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G P Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
2019
Learning to Transfer Relational Representations through Analogy
Gaetano Rossiello, Alfio Gliozzo, Michael Glass
2019
Gaetano Rossiello, Alfio Gliozzo, Michael Glass
2019
2018
Learning Relational Representations by Analogy using Hierarchical Siamese Networks
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas Fauceglia, Michael Glass
2018
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas Fauceglia, Michael Glass
2018
Inducing implicit relations from text using distantly supervised deep nets
Michael Glass, Alfio Gliozzo, Oktie Hassanzadeh, Nandana Mihindukulasooriya, Gaetano Rossiello
International Semantic Web Conference, pp. 38--55, 2018
Michael Glass, Alfio Gliozzo, Oktie Hassanzadeh, Nandana Mihindukulasooriya, Gaetano Rossiello
International Semantic Web Conference, pp. 38--55, 2018
Discovering Implicit Knowledge with Unary Relations
Michael Glass, Alfio Gliozzo
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1585--1594, 2018
Michael Glass, Alfio Gliozzo
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1585--1594, 2018
A dataset for web-scale knowledge base population
Michael Glass, Alfio Gliozzo
European Semantic Web Conference, pp. 256--271, 2018
Michael Glass, Alfio Gliozzo
European Semantic Web Conference, pp. 256--271, 2018
2017
Language Independent Acquisition of Abbreviations
Michael R Glass, Md Faisal Mahbub Chowdhury, Alfio M Gliozzo
arXiv preprint arXiv:1709.08074, 2017
Michael R Glass, Md Faisal Mahbub Chowdhury, Alfio M Gliozzo
arXiv preprint arXiv:1709.08074, 2017
WatsonPaths: scenario-based question answering and inference over unstructured information
Adam Lally, Sugato Bagchi, Michael A Barborak, David W Buchanan, Jennifer Chu-Carroll, David A Ferrucci, Michael R Glass, Aditya Kalyanpur, Erik T Mueller, J William Murdock, others
AI Magazine 38(2), 59--76, 2017
Adam Lally, Sugato Bagchi, Michael A Barborak, David W Buchanan, Jennifer Chu-Carroll, David A Ferrucci, Michael R Glass, Aditya Kalyanpur, Erik T Mueller, J William Murdock, others
AI Magazine 38(2), 59--76, 2017
2015
Applying deep learning to answer selection: A study and an open task
Minwei Feng, Bing Xiang, Michael R Glass, Lidan Wang, Bowen Zhou
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), pp. 813--820
Minwei Feng, Bing Xiang, Michael R Glass, Lidan Wang, Bowen Zhou
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), pp. 813--820
2014
Lexical Substitution for the Medical Domain
Martin Riedl, Michael Glass, Alfio Gliozzo
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 610--614
Martin Riedl, Michael Glass, Alfio Gliozzo
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 610--614
Word semantic representations using bayesian probabilistic tensor factorization
Jingwei Zhang, Jeremy Salwen, Michael Glass, Alfio Gliozzo
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1522--1531
Jingwei Zhang, Jeremy Salwen, Michael Glass, Alfio Gliozzo
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1522--1531
2013
JoBimText visualizer: a graph-based approach to contextualizing distributional similarity
Chris Biemann, Bonaventura Coppola, Michael R Glass, Alfio Gliozzo, Matthew Hatem, Martin Riedl
Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing, 6--10, 2013
Chris Biemann, Bonaventura Coppola, Michael R Glass, Alfio Gliozzo, Matthew Hatem, Martin Riedl
Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing, 6--10, 2013
2012
Focused grounding for Markov logic networks
Michael Robert Glass, Ken Barker
Twenty-Fifth International FLAIRS Conference, 2012
Michael Robert Glass, Ken Barker
Twenty-Fifth International FLAIRS Conference, 2012
Structured term recognition in medical text
Michael Glass, Alfio Gliozzo
Proceedings of COLING 2012, 943--958
Michael Glass, Alfio Gliozzo
Proceedings of COLING 2012, 943--958
2011
Bootstrapping relation extraction using parallel news articles
Michael Glass, Ken Barker
Proceedings of the IJCAI Workshop on Learning by Reading and its Applications in Intelligent Question-answering, Barcelona, 2011
Michael Glass, Ken Barker
Proceedings of the IJCAI Workshop on Learning by Reading and its Applications in Intelligent Question-answering, Barcelona, 2011
2009
Constructing a semantic interpreter using distributional analysis
Michael Glass, Ken Barker, Rekha Kumar, Guhan Ravi, Bruce Porter
Proceedings of the 8th Conference of the Pacific Association for Computational Linguistics, Sapporo, 2009
Michael Glass, Ken Barker, Rekha Kumar, Guhan Ravi, Bruce Porter
Proceedings of the 8th Conference of the Pacific Association for Computational Linguistics, Sapporo, 2009
2007
Learning by reading: A prototype system, performance baseline and lessons learned
Ken Barker, Bhalchandra Agashe, Shaw Yi Chaw, James Fan, Noah Friedland, Michael Glass, Jerry Hobbs, Eduard Hovy, David Israel, Doo Soon Kim, others
AAAI, pp. 280--286, 2007
Ken Barker, Bhalchandra Agashe, Shaw Yi Chaw, James Fan, Noah Friedland, Michael Glass, Jerry Hobbs, Eduard Hovy, David Israel, Doo Soon Kim, others
AAAI, pp. 280--286, 2007