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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Code Execution with Pre-trained Language Models ACL 2023
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023
Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages 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
Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
Resolving Elliptical Compounds in German Medical Text ACL 2023
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis ACL 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification ACL 2023
Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter? ACL 2023
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 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
Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation ICML 2023