zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

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

Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023

Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023

ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis SEMEVAL 2023

UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023

Zero-shot Probing of Pretrained Language Models for Geography Knowledge IJCNLP 2023

Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023

Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer INTERSPEECH 2023

HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023

Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023

Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning ICML 2023

Predictable MDP Abstraction for Unsupervised Model-Based RL ICML 2023

ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023

Is ChatGPT a Good Multi-Party Conversation Solver? EMNLP 2023