Michael R. Glass

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 39

Top Topics

Reading Comprehension

Semantic Representations

Question Answering

Top Venues

Publications

Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo
Retrieval-Based Transformer for Table Augmentation. ACL (Findings) (2023)
Nandana Mihindukulasooriya, Sarthak Dash, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo, Ariel Farkash, Michael R. Glass, Igor Gokhman, Oktie Hassanzadeh, Nhan Pham, Gaetano Rossiello, Boris Rozenberg, Yehoshua Sagron, Dharmashankar Subramanian, Toshihiro Takahashi, Takaaki Tateishi, Long Vu
Unleashing the Potential of Data Lakes with Semantic Enrichment Using Foundation Models. ISWC (Posters/Demos/Industry) (2023)
Michael R. Glass, Sugato Bagchi, Oktie Hassanzadeh, Gaetano Rossiello, Alfio Gliozzo
Open Government Data Corpus for Table Search. CoRR (2023)
Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo
Retrieval-Based Transformer for Table Augmentation. CoRR (2023)
Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Rajaram Naik, Pengshan Cai, Alfio Gliozzo
Re2G: Retrieve, Rerank, Generate. CoRR (2022)
Md. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya
KGI: An Integrated Framework for Knowledge Intensive Language Tasks. EMNLP (Demos) (2022)
Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, James A. Hendler
End-to-End Table Question Answering via Retrieval-Augmented Generation. CoRR (2022)
Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Naik, Pengshan Cai, Alfio Gliozzo
Re2G: Retrieve, Rerank, Generate. NAACL-HLT (2022)
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. NAACL-HLT (Industry Papers) (2022)
Md. Faisal Mahbub Chowdhury, Gaetano Rossiello, Michael R. Glass, Nandana Mihindukulasooriya, Alfio Gliozzo
Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation. CoRR (2022)
Md. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya
KGI: An Integrated Framework for Knowledge Intensive Language Tasks. CoRR (2022)
Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo
Zero-shot Slot Filling with DPR and RAG. CoRR (2021)
Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo
Robust Retrieval Augmented Generation for Zero-shot Slot Filling. EMNLP (1) (2021)
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. CoRR (2021)
Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Peter Fox
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering. CoRR (2021)
Sarthak Dash, Michael R. Glass, Alfio Gliozzo, Mustafa Canim, Gaetano Rossiello
Populating Web-Scale Knowledge Graphs Using Distantly Supervised Relation Extraction and Validation. Inf. 12 (8) (2021)
Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. CoRR (2021)
Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. NAACL-HLT (2021)
Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Peter Fox
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering. ACL (demo) (2021)
Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo
Robust Retrieval Augmented Generation for Zero-shot Slot Filling. CoRR (2021)
Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
P2L: Predicting Transfer Learning for Images and Semantic Relations. CVPR Workshops (2020)
G. P. Shrivatsa Bhargav, Michael R. Glass, Dinesh Garg, Shirish K. Shevade, Saswati Dana, Dinesh Khandelwal, L. Venkata Subramaniam, Alfio Gliozzo
Translucent Answer Predictions in Multi-Hop Reading Comprehension. AAAI (2020)
Michael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
Span Selection Pre-training for Question Answering. ACL (2020)
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
Scalable Hierarchical Clustering with Tree Grafting. CoRR (2020)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. CoRR (2019)
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass
Learning Relational Representations by Analogy using Hierarchical Siamese Networks. NAACL-HLT (1) (2019)
Gaetano Rossiello, Alfio Gliozzo, Michael R. Glass
Learning to Transfer Relational Representations through Analogy. AAAI (2019)
Michael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
Span Selection Pre-training for Question Answering. CoRR (2019)
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass
Learning Relational Representations by Analogy using Hierarchical Siamese Networks. AKBC (2019)
Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere
P2L: Predicting Transfer Learning for Images and Semantic Relations. CoRR (2019)
Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil
Frustratingly Easy Natural Question Answering. CoRR (2019)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
CFO: A Framework for Building Production NLP Systems. EMNLP/IJCNLP (3) (2019)
Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
Scalable Hierarchical Clustering with Tree Grafting. KDD (2019)
Alfio Gliozzo, Michael R. Glass, Sarthak Dash, Mustafa Canim
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation. CoRR (2019)
Michael R. Glass, Alfio Gliozzo
A Dataset for Web-Scale Knowledge Base Population. ESWC (2018)
Michael R. Glass, Alfio Gliozzo, Oktie Hassanzadeh, Nandana Mihindukulasooriya, Gaetano Rossiello
Inducing Implicit Relations from Text Using Distantly Supervised Deep Nets. ISWC (1) (2018)
Michael R. Glass, Alfio Gliozzo
Discovering Implicit Knowledge with Unary Relations. ACL (1) (2018)
Adam Lally, Sugato Bagchi, Michael Barborak, David W. Buchanan, Jennifer Chu-Carroll, David A. Ferrucci, Michael R. Glass, Aditya Kalyanpur, Erik T. Mueller, J. William Murdock, Siddharth Patwardhan, John M. Prager
WatsonPaths: Scenario-Based Question Answering and Inference over Unstructured Information. AI Mag. 38 (2) (2017)
Michael R. Glass, Md. Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo
Language Independent Acquisition of Abbreviations. CoRR (2017)
Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou
Applying deep learning to answer selection: A study and an open task. ASRU (2015)
Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou
Applying Deep Learning to Answer Selection: A Study and An Open Task. CoRR (2015)
Jingwei Zhang, Jeremy Salwen, Michael R. Glass, Alfio Massimiliano Gliozzo
Word Semantic Representations using Bayesian Probabilistic Tensor Factorization. EMNLP (2014)
Martin Riedl, Michael R. Glass, Alfio Massimiliano Gliozzo
Lexical Substitution for the Medical Domain. EMNLP (2014)
Chris Biemann, Bonaventura Coppola, Michael R. Glass, Alfio Gliozzo, Matthew Hatem, Martin Riedl
JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity. TextGraphs@EMNLP (2013)
Michael R. Glass, Alfio Massimiliano Gliozzo
Structured Term Recognition in Medical Text. COLING (2012)