Michael R. Glass

51 papers A* 6A 1B 2C 1Journal 25Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Extractive Schema Linking for Text-to-SQL. CoRR Michael R. Glass, Mustafa Eyceoz, Dharmashankar Subramanian, Gaetano Rossiello, Long Vu, Alfio Gliozzo
2025	J	`jnl`	Rationalization Models for Text-to-SQL. CoRR Gaetano Rossiello, Nhan Pham, Michael R. Glass, Junkyu Lee, Dharmashankar Subramanian
2025	—	`conf`	SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models. EMNLP (Findings) Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee, Radu Marinescu, Katsiaryna Mirylenka, Michael R. Glass, Xiao Shou
2025	J	`jnl`	SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models. CoRR Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee, Radu Marinescu, Katsiaryna Mirylenka, Michael R. Glass, Xiao Shou
2025	A	`conf`	The Consistency Hypothesis in Uncertainty Quantification for Large Language Models. UAI Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H. Pham, Michael R. Glass, Junkyu Lee
2025	J	`jnl`	The Consistency Hypothesis in Uncertainty Quantification for Large Language Models. CoRR Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H. Pham, Michael R. Glass, Junkyu Lee
2023	J	`jnl`	Open Government Data Corpus for Table Search. CoRR Michael R. Glass, Sugato Bagchi, Oktie Hassanzadeh, Gaetano Rossiello, Alfio Gliozzo
2023	—	`conf`	Retrieval-Based Transformer for Table Augmentation. ACL (Findings) Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo
2023	J	`jnl`	Retrieval-Based Transformer for Table Augmentation. CoRR Michael R. Glass, Xueqing Wu, Ankita Rajaram Naik, Gaetano Rossiello, Alfio Gliozzo
2023	—	`conf`	Unleashing the Potential of Data Lakes with Semantic Enrichment Using Foundation Models. ISWC (Posters/Demos/Industry) 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
2022	—	`conf`	AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. NAACL-HLT (Industry Papers) Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2022	J	`jnl`	Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation. CoRR Md. Faisal Mahbub Chowdhury, Gaetano Rossiello, Michael R. Glass, Nandana Mihindukulasooriya, Alfio Gliozzo
2022	J	`jnl`	End-to-End Table Question Answering via Retrieval-Augmented Generation. CoRR Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, James A. Hendler
2022	—	`conf`	KGI: An Integrated Framework for Knowledge Intensive Language Tasks. EMNLP (Demos) Md. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya
2022	J	`jnl`	KGI: An Integrated Framework for Knowledge Intensive Language Tasks. CoRR Md. Faisal Mahbub Chowdhury, Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya
2022	—	`conf`	Re2G: Retrieve, Rerank, Generate. NAACL-HLT Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Naik, Pengshan Cai, Alfio Gliozzo
2022	J	`jnl`	Re2G: Retrieve, Rerank, Generate. CoRR Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Ankita Rajaram Naik, Pengshan Cai, Alfio Gliozzo
2021	J	`jnl`	AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. CoRR Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2021	J	`jnl`	CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering. CoRR Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Peter Fox
2021	—	`conf`	CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering. ACL (demo) Feifei Pan, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Peter Fox
2021	—	`conf`	Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. NAACL-HLT Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia
2021	J	`jnl`	Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. CoRR Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia
2021	J	`jnl`	Populating Web-Scale Knowledge Graphs Using Distantly Supervised Relation Extraction and Validation. Inf. Sarthak Dash, Michael R. Glass, Alfio Gliozzo, Mustafa Canim, Gaetano Rossiello
2021	—	`conf`	Robust Retrieval Augmented Generation for Zero-shot Slot Filling. EMNLP (1) Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo
2021	J	`jnl`	Robust Retrieval Augmented Generation for Zero-shot Slot Filling. CoRR Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo
2021	J	`jnl`	Zero-shot Slot Filling with DPR and RAG. CoRR Michael R. Glass, Gaetano Rossiello, Alfio Gliozzo
2020	—	`conf`	P2L: Predicting Transfer Learning for Images and Semantic Relations. CVPR Workshops Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
2020	J	`jnl`	Scalable Hierarchical Clustering with Tree Grafting. CoRR Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
2020	A*	`conf`	Span Selection Pre-training for Question Answering. ACL Michael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
2020	A*	`conf`	Translucent Answer Predictions in Multi-Hop Reading Comprehension. AAAI G. P. Shrivatsa Bhargav, Michael R. Glass, Dinesh Garg, Shirish K. Shevade, Saswati Dana, Dinesh Khandelwal, L. Venkata Subramaniam, Alfio Gliozzo
2019	—	`conf`	CFO: A Framework for Building Production NLP Systems. EMNLP/IJCNLP (3) Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
2019	J	`jnl`	CFO: A Framework for Building Production NLP Systems. CoRR Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
2019	J	`jnl`	Frustratingly Easy Natural Question Answering. CoRR Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil
2019	—	`conf`	Learning Relational Representations by Analogy using Hierarchical Siamese Networks. AKBC Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass
2019	—	`conf`	Learning Relational Representations by Analogy using Hierarchical Siamese Networks. NAACL-HLT (1) Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass
2019	A*	`conf`	Learning to Transfer Relational Representations through Analogy. AAAI Gaetano Rossiello, Alfio Gliozzo, Michael R. Glass
2019	J	`jnl`	P2L: Predicting Transfer Learning for Images and Semantic Relations. CoRR Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere
2019	J	`jnl`	Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation. CoRR Alfio Gliozzo, Michael R. Glass, Sarthak Dash, Mustafa Canim
2019	A*	`conf`	Scalable Hierarchical Clustering with Tree Grafting. KDD Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael R. Glass, Andrew McCallum
2019	J	`jnl`	Span Selection Pre-training for Question Answering. CoRR Michael R. Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G. P. Shrivatsa Bhargav, Dinesh Garg, Avirup Sil
2018	B	`conf`	A Dataset for Web-Scale Knowledge Base Population. ESWC Michael R. Glass, Alfio Gliozzo
2018	—	`conf`	Discovering Implicit Knowledge with Unary Relations. ACL (1) Michael R. Glass, Alfio Gliozzo
2018	—	`conf`	Inducing Implicit Relations from Text Using Distantly Supervised Deep Nets. ISWC (1) Michael R. Glass, Alfio Gliozzo, Oktie Hassanzadeh, Nandana Mihindukulasooriya, Gaetano Rossiello
2017	J	`jnl`	Language Independent Acquisition of Abbreviations. CoRR Michael R. Glass, Md. Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo
2017	J	`jnl`	WatsonPaths: Scenario-Based Question Answering and Inference over Unstructured Information. AI Mag. 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
2015	J	`jnl`	Applying Deep Learning to Answer Selection: A Study and An Open Task. CoRR Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou
2015	C	`conf`	Applying deep learning to answer selection: A study and an open task. ASRU Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, Bowen Zhou
2014	A*	`conf`	Lexical Substitution for the Medical Domain. EMNLP Martin Riedl, Michael R. Glass, Alfio Massimiliano Gliozzo
2014	A*	`conf`	Word Semantic Representations using Bayesian Probabilistic Tensor Factorization. EMNLP Jingwei Zhang, Jeremy Salwen, Michael R. Glass, Alfio Massimiliano Gliozzo
2013	—	`conf`	JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity. TextGraphs@EMNLP Chris Biemann, Bonaventura Coppola, Michael R. Glass, Alfio Gliozzo, Matthew Hatem, Martin Riedl
2012	B	`conf`	Structured Term Recognition in Medical Text. COLING Michael R. Glass, Alfio Massimiliano Gliozzo