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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

CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding EMNLP 2023
Universal Self-Adaptive Prompting EMNLP 2023
Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023
Semantic matching for text classification with complex class descriptions EMNLP 2023
Task-Agnostic Low-Rank Adapters for Unseen English Dialects EMNLP 2023
Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023
This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models EMNLP 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot EMNLP 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT EMNLP 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023
Systematic word meta-sense extension EMNLP 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023
TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings EMNLP 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark EMNLP 2023
mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval EMNLP 2023
Can Language Models Understand Physical Concepts? EMNLP 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance EMNLP 2023
The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation EMNLP 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models EMNLP 2023
R2H: Building Multimodal Navigation Helpers that Respond to Help Requests EMNLP 2023
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents EMNLP 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023