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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
Sefamerve at SemEval-2023 Task 12: Semantic Evaluation of Rarely Studied Languages ACL 2023
Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023
Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
Corpus-Based Task-Specific Relation Discovery ACL 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis ACL 2023
Team TheSyllogist at SemEval-2023 Task 3: Language-Agnostic Framing Detection in Multi-Lingual Online News: A Zero-Shot Transfer Approach ACL 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) ACL 2023
Probing neural language models for understanding of words of estimative probability ACL 2023
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 2023
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations INTERSPEECH 2023
Using speech synthesis to explain automatic speaker recognition: a new application of synthetic speech INTERSPEECH 2023
N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition INTERSPEECH 2023
Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition INTERSPEECH 2023
PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords INTERSPEECH 2023
StyleS2ST: Zero-shot Style Transfer for Direct Speech-to-speech Translation INTERSPEECH 2023
Two-Stage Voice Anonymization for Enhanced Privacy INTERSPEECH 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023
Cooperative Open-ended Learning Framework for Zero-Shot Coordination ICML 2023