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

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023

Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023

Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023

ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023

Allies: Prompting Large Language Model with Beam Search EMNLP 2023

Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023

On the Transferability of Visually Grounded PCFGs EMNLP 2023

ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023

Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023

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