Michael R. Glass  Michael R. Glass photo         

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Knowledge Induction and Reasoning
51 Astor Place, NY, NY



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


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


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

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

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

Learning to Transfer Relational Representations through Analogy
Gaetano Rossiello, Alfio Gliozzo, Michael Glass


Learning Relational Representations by Analogy using Hierarchical Siamese Networks
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas Fauceglia, Michael Glass

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

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

A dataset for web-scale knowledge base population
Michael Glass, Alfio Gliozzo
European Semantic Web Conference, pp. 256--271, 2018


Language Independent Acquisition of Abbreviations
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


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


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

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


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


Focused grounding for Markov logic networks
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


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


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


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