Daniela Gerz
12 papers · 2016–2021 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26)
🤝
Dynamic Duo
(12)
💎
Century Club · Bronze
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Research topics
Natural Language Processing
(11)
Applications
(6)
Generation
(6)
Resources & Methods
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Techniques
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Speech & Audio
(1)
Application Areas
(1)
Keywords
intent detection
(3)
few-shot learning
(3)
sentence encoder
(2)
dialogue system
(2)
transfer learning
(2)
response selection
(2)
neural language model
(2)
word embedding
(2)
task-oriented dialogue
(2)
speech recognition
(1)
spoken language understanding
(1)
conversational search
(1)
multilingual nlp
(1)
semantic similarity
(1)
cross-lingual nlp
(1)
machine translation
(1)
pre-trained language model
(1)
evaluation metric
(1)
supervised learning
(1)
pre-trained model
(1)
Papers
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
Efficient Intent Detection with Dual Sentence Encoders
ACL 2020
Multidirectional Associative Optimization of Function-Specific Word Representations
ACL 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
ACL 2020
A Repository of Conversational Datasets
ACL 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines
NAACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
EMNLP 2018
Scoring Lexical Entailment with a Supervised Directional Similarity Network
ACL 2018
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
EMNLP 2016