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ORCIDMichael R. Glass
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- affiliation: IBM T. J. Watson Research Center, Yorktown Heights
- affiliation: University of Texas at Austin, Department of Computer Sciences
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2020 – today
- 2023
[c27]Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo:
Retrieval-Based Transformer for Table Augmentation. ACL (Findings) 2023: 5635-5648- [c26]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 - [i19]Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo:
Retrieval-Based Transformer for Table Augmentation. CoRR abs/2306.11843 (2023) - [i18]Michael R. Glass, Sugato Bagchi, Oktie Hassanzadeh
, Gaetano Rossiello, Alfio Gliozzo:
Open Government Data Corpus for Table Search. CoRR abs/2308.13560 (2023) - 2022
- [c25]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: 282-288 - [c24]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: 305-314 - [c23]Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Naik, Pengshan Cai, Alfio Gliozzo:
Re2G: Retrieve, Rerank, Generate. NAACL-HLT 2022: 2701-2715 - [i17]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 abs/2201.05302 (2022) - [i16]Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, James A. Hendler:
End-to-End Table Question Answering via Retrieval-Augmented Generation. CoRR abs/2203.16714 (2022) - [i15]Md. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya:
KGI: An Integrated Framework for Knowledge Intensive Language Tasks. CoRR abs/2204.03985 (2022) - [i14]Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Rajaram Naik, Pengshan Cai, Alfio Gliozzo:
Re2G: Retrieve, Rerank, Generate. CoRR abs/2207.06300 (2022) - 2021
- [j2]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): 316 (2021) - [c22]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: 202-209 - [c21]Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo:
Robust Retrieval Augmented Generation for Zero-shot Slot Filling. EMNLP (1) 2021: 1939-1949 - [c20]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: 1212-1224 - [i13]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 abs/2104.08303 (2021) - [i12]Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo:
Zero-shot Slot Filling with DPR and RAG. CoRR abs/2104.08610 (2021) - [i11]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 abs/2106.04441 (2021) - [i10]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 abs/2106.12944 (2021) - [i9]Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo:
Robust Retrieval Augmented Generation for Zero-shot Slot Filling. CoRR abs/2108.13934 (2021) - 2020
- [c19]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: 7700-7707 - [c18]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: 2773-2782 - [c17]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: 3284-3293 - [i8]Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum:
Scalable Hierarchical Clustering with Tree Grafting. CoRR abs/2001.00076 (2020)
2010 – 2019
- 2019
- [c16]Gaetano Rossiello, Alfio Gliozzo, Michael R. Glass:
Learning to Transfer Relational Representations through Analogy. AAAI 2019: 10015-10016 - [c15]Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass:
Learning Relational Representations by Analogy using Hierarchical Siamese Networks. AKBC 2019 - [c14]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: 31-36 - [c13]Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum:
Scalable Hierarchical Clustering with Tree Grafting. KDD 2019: 1438-1448 - [c12]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: 3235-3245 - [i7]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 abs/1908.06121 (2019) - [i6]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 abs/1908.07630 (2019) - [i5]Alfio Gliozzo, Michael R. Glass, Sarthak Dash, Mustafa Canim:
Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation. CoRR abs/1908.08104 (2019) - [i4]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 abs/1909.04120 (2019) - [i3]Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil:
Frustratingly Easy Natural Question Answering. CoRR abs/1909.05286 (2019) - 2018
- [c11]Michael R. Glass, Alfio Gliozzo:
Discovering Implicit Knowledge with Unary Relations. ACL (1) 2018: 1585-1594 - [c10]Michael R. Glass, Alfio Gliozzo:
A Dataset for Web-Scale Knowledge Base Population. ESWC 2018: 256-271 - [c9]Michael R. Glass, Alfio Gliozzo, Oktie Hassanzadeh, Nandana Mihindukulasooriya, Gaetano Rossiello:
Inducing Implicit Relations from Text Using Distantly Supervised Deep Nets. ISWC (1) 2018: 38-55 - 2017
- [j1]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): 59-76 (2017) - [i2]Michael R. Glass, Md. Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo:
Language Independent Acquisition of Abbreviations. CoRR abs/1709.08074 (2017) - 2015
- [c8]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: 813-820 - [i1]Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou:
Applying Deep Learning to Answer Selection: A Study and An Open Task. CoRR abs/1508.01585 (2015) - 2014
- [c7]Martin Riedl, Michael R. Glass, Alfio Massimiliano Gliozzo:
Lexical Substitution for the Medical Domain. EMNLP 2014: 610-614 - [c6]Jingwei Zhang, Jeremy Salwen, Michael R. Glass, Alfio Massimiliano Gliozzo:
Word Semantic Representations using Bayesian Probabilistic Tensor Factorization. EMNLP 2014: 1522-1531 - 2013
- [c5]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: 6-10 - 2012
- [c4]Michael R. Glass, Alfio Massimiliano Gliozzo:
Structured Term Recognition in Medical Text. COLING 2012: 943-958 - [c3]Michael Robert Glass, Ken Barker:
Focused Grounding for Markov Logic Networks. FLAIRS 2012
2000 – 2009
- 2008
- [c2]Michael Robert Glass, Bruce W. Porter:
Improving Semantic Integration by Learning Semantic Interpretation Rules. AAAI Spring Symposium: Semantic Scientific Knowledge Integration 2008: 24-28 - 2007
- [c1]Ken Barker, Bhalchandra Agashe, Shaw Yi Chaw, James Fan, Noah S. Friedland, Michael Robert Glass, Jerry R. Hobbs, Eduard H. Hovy, David J. Israel, Doo Soon Kim, Rutu Mulkar-Mehta, Sourabh Patwardhan, Bruce W. Porter, Dan Tecuci, Peter Z. Yeh:
Learning by Reading: A Prototype System, Performance Baseline and Lessons Learned. AAAI 2007: 280-286
Coauthor Index
aka: Alfio Gliozzo
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