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XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking


Apr 12, 2022
Han Zhou , Ignacio Iacobacci , Pasquale Minervini

* 11 pages, 2 figures 

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CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding


Mar 18, 2022
Milan Gritta , Ruoyu Hu , Ignacio Iacobacci

* Long paper (multilingual track) to appear at ACL (Findings) 2022 

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Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning


May 08, 2021
Benjamin Minixhofer , Milan Gritta , Ignacio Iacobacci

* To appear as long paper in Findings of ACL 2021 

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XeroAlign: Zero-Shot Cross-lingual Transformer Alignment


May 06, 2021
Milan Gritta , Ignacio Iacobacci

* Accepted as long paper at Findings of ACL 2021 

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Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation


Jan 13, 2021
Ieva Staliūnaitė , Philip John Gorinski , Ignacio Iacobacci

* 7 pages + pages references, 4 figures, 3 tables, paper accepted at AAAI2021 

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Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management


Nov 04, 2020
Milan Gritta , Gerasimos Lampouras , Ignacio Iacobacci

* Accepted at Transactions of Association of Computational Linguistics (to be presented at ACL 2021) 

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Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA


Sep 17, 2020
Ieva Staliūnaitė , Ignacio Iacobacci

* 8 pages + 2 pages references, 3 tables, 1 figure. Accepted as long paper in EMNLP2020 main conference 

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Show Us the Way: Learning to Manage Dialog from Demonstrations


Apr 17, 2020
Gabriel Gordon-Hall , Philip John Gorinski , Gerasimos Lampouras , Ignacio Iacobacci

* 8 pages + 2 pages references, 4 figures, 4 tables, accepted to DSTC8 Workshop at AAAI2020 

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Embedding Words and Senses Together via Joint Knowledge-Enhanced Training


Jun 21, 2017
Massimiliano Mancini , Jose Camacho-Collados , Ignacio Iacobacci , Roberto Navigli

* Accepted in CoNLL 2017. 12 pages 

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