Daniela Gerz

According to our database, Daniela Gerz authored at least 14 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.

Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multilingual and Cross-Lingual Intent Detection from Spoken Data.

Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Efficient Intent Detection with Dual Sentence Encoders.

Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic

CoRR, 2020

Multidirectional Associative Optimization of Function-Specific Word Representations.

Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations.

Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Repository of Conversational Datasets.

Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen

CoRR, 2019

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines.

Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.

Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Training Neural Response Selection for Task-Oriented Dialogue Systems.

Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.

Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen

Trans. Assoc. Comput. Linguistics, 2018

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.

Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Scoring Lexical Entailment with a Supervised Directional Similarity Network.

Marek Rei, Daniela Gerz, Ivan Vulic

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.

Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen

Comput. Linguistics, 2017

2016

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.

Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016