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Data Augmentation

3,622 papers

Papers per year

Papers

Detecting Various Types of Noise for Neural Machine Translation ACL 2022
uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ACL 2022
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022
AMR-DA: Data Augmentation by Abstract Meaning Representation ACL 2022
Word-level Perturbation Considering Word Length and Compositional Subwords ACL 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ACL 2022
Translation Error Detection as Rationale Extraction ACL 2022
Data Augmentation for Biomedical Factoid Question Answering ACL 2022
Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts ACL 2022
Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues ACL 2022
Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022
Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022
One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ACL 2022
DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022
BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022
Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions? ACL 2022
Retrieval Data Augmentation Informed by Downstream Question Answering Performance ACL 2022
Cross-lingual Inflection as a Data Augmentation Method for Parsing ACL 2022
On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing ACL 2022
BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation ACL 2022
On the Impact of Noises in Crowd-Sourced Data for Speech Translation ACL 2022
Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022