Permutation Invariant Strategy Using Transformer Encoders for Table Understanding Findings NAACL

Sarthak Dash | Sugato Bagchi | Nandana Mihindukulasooriya | Alfio Gliozzo |

AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL

Yannis Katsis | Saneem Chemmengath | Vishwajeet Kumar | Samarth Bharadwaj | Mustafa Canim | Michael Glass | Alfio Gliozzo | Feifei Pan | Jaydeep Sen | Karthik Sankaranarayanan | Soumen Chakrabarti |

Re2G: Retrieve, Rerank, Generate NAACL

Michael Glass | Gaetano Rossiello | Md Faisal Mahbub Chowdhury | Ankita Naik | Pengshan Cai | Alfio Gliozzo |

KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP

Md Faisal Mahbub Chowdhury | Michael Glass | Gaetano Rossiello | Alfio Gliozzo | Nandana Mihindukulasooriya |

Capturing Row and Column Semantics in Transformer Based Question Answering over Tables NAACL

Michael Glass | Mustafa Canim | Alfio Gliozzo | Saneem Chemmengath | Vishwajeet Kumar | Rishav Chakravarti | Avi Sil | Feifei Pan | Samarth Bharadwaj | Nicolas Rodolfo Fauceglia |

A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL IJCNLP

Tahira Naseem | Srinivas Ravishankar | Nandana Mihindukulasooriya | Ibrahim Abdelaziz | Young-Suk Lee | Pavan Kapanipathi | Salim Roukos | Alfio Gliozzo | Alexander Gray |

Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP

Michael Glass | Gaetano Rossiello | Md Faisal Mahbub Chowdhury | Alfio Gliozzo |

CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ACL IJCNLP

Feifei Pan | Mustafa Canim | Michael Glass | Alfio Gliozzo | Peter Fox |

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Findings

Pavan Kapanipathi | Ibrahim Abdelaziz | Srinivas Ravishankar | Salim Roukos | Alexander Gray | Ramón Fernandez Astudillo | Maria Chang | Cristina Cornelio | Saswati Dana | Achille Fokoue | Dinesh Garg | Alfio Gliozzo | Sairam Gurajada | Hima Karanam | Naweed Khan | Dinesh Khandelwal | Young-Suk Lee | Yunyao Li | Francois Luus | Ndivhuwo Makondo | Nandana Mihindukulasooriya | Tahira Naseem | Sumit Neelam | Lucian Popa | Revanth Gangi Reddy | Ryan Riegel | Gaetano Rossiello | Udit Sharma | G P Shrivatsa Bhargav | Mo Yu |

Dynamic Facet Selection by Maximizing Graded Relevance ACL IJCNLP InterNLP

Michael Glass | Md Faisal Mahbub Chowdhury | Yu Deng | Ruchi Mahindru | Nicolas Rodolfo Fauceglia | Alfio Gliozzo | Nandana Mihindukulasooriya |

Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP

Sarthak Dash | Gaetano Rossiello | Nandana Mihindukulasooriya | Sugato Bagchi | Alfio Gliozzo |

Topic Transferable Table Question Answering EMNLP

Saneem Chemmengath | Vishwajeet Kumar | Samarth Bharadwaj | Jaydeep Sen | Mustafa Canim | Soumen Chakrabarti | Alfio Gliozzo | Karthik Sankaranarayanan |

Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL

Chao Shang | Sarthak Dash | Md. Faisal Mahbub Chowdhury | Nandana Mihindukulasooriya | Alfio Gliozzo |

Span Selection Pre-training for Question Answering ACL

Michael Glass | Alfio Gliozzo | Rishav Chakravarti | Anthony Ferritto | Lin Pan | G P Shrivatsa Bhargav | Dinesh Garg | Avi Sil |

Automatic Taxonomy Induction and Expansion EMNLP

Nicolas Rodolfo Fauceglia | Alfio Gliozzo | Sarthak Dash | Md. Faisal Mahbub Chowdhury | Nandana Mihindukulasooriya |

Learning Relational Representations by Analogy using Hierarchical Siamese Networks NAACL

Gaetano Rossiello | Alfio Gliozzo | Robert Farrell | Nicolas Fauceglia | Michael Glass |

Discovering Implicit Knowledge with Unary Relations ACL

Michael Glass | Alfio Gliozzo |

Joint Learning of Local and Global Features for Entity Linking via Neural Networks COLING

Thien Huu Nguyen | Nicolas Fauceglia | Mariano Rodriguez Muro | Oktie Hassanzadeh | Alfio Massimiliano Gliozzo | Mohammad Sadoghi |

An Entity-Focused Approach to Generating Company Descriptions ACL

Gavin Saldanha | Or Biran | Kathleen McKeown | Alfio Gliozzo |

Lexical Substitution for the Medical Domain EMNLP

Martin Riedl | Michael Glass | Alfio Gliozzo |

Word Semantic Representations using Bayesian Probabilistic Tensor Factorization EMNLP

Jingwei Zhang | Jeremy Salwen | Michael Glass | Alfio Gliozzo |

Semantic Technologies in IBM Watson TeachingNLP WS

Alfio Gliozzo | Or Biran | Siddharth Patwardhan | Kathleen McKeown |

JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity TextGraphs WS

Chris Biemann | Bonaventura Coppola | Michael R. Glass | Alfio Gliozzo | Matthew Hatem | Martin Riedl |

Structured Term Recognition in Medical Text COLING

Michael Glass | Alfio Gliozzo |

When Did that Happen? — Linking Events and Relations to Timestamps EACL

Dirk Hovy | James Fan | Alfio Gliozzo | Siddharth Patwardhan | Christopher Welty |

Natural Language Processing in Watson NAACL

Alfio M. Gliozzo | Aditya Kalyanpur | James Fan |

Kernel Methods for Minimally Supervised WSD CL

Claudio Giuliano | Alfio Massimiliano Gliozzo | Carlo Strapparava |

Bridging Languages by SuperSense Entity Tagging WS

Davide Picca | Alfio Massimiliano Gliozzo | Simone Campora |

Instance-Based Ontology Population Exploiting Named-Entity Substitution COLING

Claudio Giuliano | Alfio Gliozzo |

LMM: an OWL-DL MetaModel to Represent Heterogeneous Lexical Knowledge LREC

Davide Picca | Alfio Massimiliano Gliozzo | Aldo Gangemi |

Supersense Tagger for Italian LREC

Davide Picca | Alfio Massimiliano Gliozzo | Massimiliano Ciaramita |

Instance Based Lexical Entailment for Ontology Population CoNLL EMNLP

Claudio Giuliano | Alfio Gliozzo |

The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency NAACL

Alfio Massimiliano Gliozzo | Marco Pennacchiotti | Patrick Pantel |

FBK-irst: Lexical Substitution Task Exploiting Domain and Syntagmatic Coherence *SEMEVAL

Claudio Giuliano | Alfio Gliozzo | Carlo Strapparava |

The GOD model EACL

Alfio Massimiliano Gliozzo |

Direct Word Sense Matching for Lexical Substitution ACL COLING

Ido Dagan | Oren Glickman | Alfio Gliozzo | Efrat Marmorshtein | Carlo Strapparava |

Exploiting Comparable Corpora and Bilingual Dictionaries for Cross-Language Text Categorization ACL COLING

Alfio Gliozzo | Carlo Strapparava |

Syntagmatic Kernels: a Word Sense Disambiguation Case Study WS

Claudio Giuliano | Alfio Gliozzo | Carlo Strapparava |

Investigating Unsupervised Learning for Text Categorization Bootstrapping EMNLP HLT

Alfio Gliozzo | Carlo Strapparava | Ido Dagan |

Domain Kernels for Word Sense Disambiguation ACL

Alfio Gliozzo | Claudio Giuliano | Carlo Strapparava |

Domain Kernels for Text Categorization CoNLL WS

Alfio Gliozzo | Carlo Strapparava |

Cross Language Text Categorization by Acquiring Multilingual Domain Models from Comparable Corpora WS

Alfio Gliozzo | Carlo Strapparava |

Pattern abstraction and term similarity for Word Sense Disambiguation: IRST at Senseval-3 *SEMEVAL WS

Carlo Strapparava | Alfio Gliozzo | Claudio Giuliano |

Unsupervised Domain Relevance Estimation for Word Sense Disambiguation EMNLP WS

Alfio Gliozzo | Bernardo Magnini | Carlo Strapparava |

Using Domain Information for Word Sense Disambiguation *SEMEVAL

Bernardo Magnini | Carlo Strapparava | Giovanni Pezzulo | Alfio Gliozzo |