Melanie Bradford
7 papers · 2020–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(17)
π
Trend Setter
β
The Questioner
Conferences
ACL (2)
COLING (1)
EACL (1)
EMNLP (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
natural language understanding
(3)
spoken language understanding
(3)
intent classification
(3)
semantic search
(2)
twin network
(2)
product recognition
(2)
voice shopping
(2)
siamese network
(1)
slot filling
(1)
multilingual transfer learning
(1)
seq2seq model
(1)
voice assistant
(1)
product classification
(1)
domain classification
(1)
adversarial text generation
(1)
slot detection
(1)
human in the loop
(1)
cohort bia
(1)
active learning
(1)
targeted self-training
(1)
Papers
Reducing cohort bias in natural language understanding systems with targeted self-training scheme
ACL 2023
Semi-supervised Adversarial Text Generation based on Seq2Seq models
EMNLP 2022
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding
EACL 2021
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping
ACL 2021
It is better to Verify: Semi-Supervised Learning with a human in the loop for large-scale NLU models
NAACL 2021
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping
IJCNLP 2021
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?
COLING 2020