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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

Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023
Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023
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