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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

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023
A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023
Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023
Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023
Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023
BLP-2023 Task 2: Sentiment Analysis EMNLP 2023
Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? EMNLP 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023