Daniela Gerz

23 papers A* 4Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2021 — conf
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.
EMNLP (1)
Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021 J jnl
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.
CoRR
Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
2021 — conf
Multilingual and Cross-Lingual Intent Detection from Spoken Data.
EMNLP (1)
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
2021 J jnl
Multilingual and Cross-Lingual Intent Detection from Spoken Data.
CoRR
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
2020 J jnl
Efficient Intent Detection with Dual Sentence Encoders.
CoRR
Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic
2020 A* conf
Multidirectional Associative Optimization of Function-Specific Word Representations.
ACL
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020 J jnl
Multidirectional Associative Optimization of Function-Specific Word Representations.
CoRR
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020 A* conf
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations.
ACL
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
2020 J jnl
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations.
CoRR
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
2019 J jnl
A Repository of Conversational Datasets.
CoRR
Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen
2019 — conf
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.
EMNLP/IJCNLP (3)
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 J jnl
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.
CoRR
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 — conf
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines.
NAACL-HLT (1)
Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen
2019 — conf
Training Neural Response Selection for Task-Oriented Dialogue Systems.
ACL (1)
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2019 J jnl
Training Neural Response Selection for Task-Oriented Dialogue Systems.
CoRR
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
2018 J jnl
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.
Trans. Assoc. Comput. Linguistics
Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
2018 A* conf
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.
EMNLP
Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
2018 — conf
Scoring Lexical Entailment with a Supervised Directional Similarity Network.
ACL (2)
Marek Rei, Daniela Gerz, Ivan Vulic
2018 J jnl
Scoring Lexical Entailment with a Supervised Directional Similarity Network.
CoRR
Marek Rei, Daniela Gerz, Ivan Vulic
2017 J jnl
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.
Comput. Linguistics
Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
2016 J jnl
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.
CoRR
Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
2016 A* conf
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.
EMNLP
Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
2016 J jnl
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.
CoRR
Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen