Daniela Gerz

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 23

Top Topics

Textual Entailment

Top Venues

Publications

Ivan Vulic, Pei-Hao Su, Sam Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. CoRR (2021)
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
Multilingual and Cross-Lingual Intent Detection from Spoken Data. EMNLP (1) (2021)
Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michal Lis, Eshan Singhal, Nikola Mrksic, Tsung-Hsien Wen, Ivan Vulic
Multilingual and Cross-Lingual Intent Detection from Spoken Data. CoRR (2021)
Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models. EMNLP (1) (2021)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR (2020)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL (2020)
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. CoRR (2020)
Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic
Efficient Intent Detection with Dual Sentence Encoders. CoRR (2020)
Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. ACL (2020)
Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen
A Repository of Conversational Datasets. CoRR (2019)
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. CoRR (2019)
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
Training Neural Response Selection for Task-Oriented Dialogue Systems. CoRR (2019)
Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking. EMNLP/IJCNLP (3) (2019)
Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su
Training Neural Response Selection for Task-Oriented Dialogue Systems. ACL (1) (2019)
Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. NAACL-HLT (1) (2019)
Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP (2018)
Marek Rei, Daniela Gerz, Ivan Vulic
Scoring Lexical Entailment with a Supervised Directional Similarity Network. CoRR (2018)
Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics 6 (2018)
Marek Rei, Daniela Gerz, Ivan Vulic
Scoring Lexical Entailment with a Supervised Directional Similarity Network. ACL (2) (2018)
Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. Comput. Linguistics 43 (4) (2017)
Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. EMNLP (2016)
Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. CoRR (2016)
Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. CoRR (2016)