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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition INTERSPEECH 2023
Language Agnostic Data-Driven Inverse Text Normalization INTERSPEECH 2023
Iteratively Improving Speech Recognition and Voice Conversion INTERSPEECH 2023
Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models ACL 2023
AfriNames: Most ASR Models "Butcher" African Names INTERSPEECH 2023
NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation ACL 2023
Data Augmentation for Diverse Voice Conversion in Noisy Environments INTERSPEECH 2023
Learning Emotional Representations from Imbalanced Speech Data for Speech Emotion Recognition and Emotional Text-to-Speech INTERSPEECH 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation INTERSPEECH 2023
The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023
NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques SEMEVAL 2023
Tsingriver at SemEval-2023 Task 10: Labeled Data Augmentation in Consistency Training SEMEVAL 2023
GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023
Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023
Context-aware Medication Event Extraction from Unstructured Text ACL 2023
Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023
Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023