Nicole Peinelt
6 papers · 2016–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π§¬
Topic Evolution
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Applications
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Keywords
semantic similarity
(3)
syntactic parsing
(1)
gaussian mixture model
(1)
contextual representation
(1)
language learning
(1)
dataset evaluation
(1)
natural language understanding
(1)
topic model
(1)
language model
(1)
feature injection
(1)
evaluation metric
(1)
pre-trained language model
(1)
natural language inference
(1)
text-to-speech synthesis
(1)
word embedding
(1)
bidirectional lstm
(1)
context-aware model
(1)
language learner
(1)
language education
(1)
representation learning
(1)
Papers
eCat: An End-to-End Model for Multi-Speaker TTS & Many-to-Many Fine-Grained Prosody Transfer
Interspeech 2023
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method
EMNLP 2021
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection
ACL 2020
Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets
ACL 2019
ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners
IJCNLP 2017
Automatically Suggesting Example Sentences of Near-Synonyms for Language Learners
COLING 2016