Nina Poerner
8 papers · 2018–2020 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (30) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
π
Trend Setter
Conferences
EMNLP (4)
ACL (3)
IJCNLP (1)
Keywords
canonical correlation analysis
(3)
domain adaptation
(3)
sentence embedding
(3)
question answering
(3)
unsupervised learning
(2)
multi-view learning
(2)
duplicate question detection
(2)
word embedding
(2)
explanation method
(2)
feature attribution
(1)
entity linking
(1)
knowledge base
(1)
neural network interpretability
(1)
interpretable machine learning
(1)
attention mechanism
(1)
gumbel softmax
(1)
ensemble method
(1)
word alignment
(1)
post-hoc explanation
(1)
entity embedding
(1)
Papers
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA
EMNLP 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity
ACL 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT
EMNLP 2020
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection
IJCNLP 2019
Interpretable Question Answering on Knowledge Bases and Text
ACL 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection
EMNLP 2019
Interpretable Textual Neuron Representations for NLP
EMNLP 2018
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement
ACL 2018