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

MolXPT: Wrapping Molecules with Text for Generative Pre-training ACL 2023

Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023

Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023

Responsibility Perspective Transfer for Italian Femicide News ACL 2023

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023

Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023

NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023

Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023

Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT EMNLP 2023

A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot EMNLP 2023

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023

This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models EMNLP 2023

Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023

Task-Agnostic Low-Rank Adapters for Unseen English Dialects EMNLP 2023

Semantic matching for text classification with complex class descriptions EMNLP 2023

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023

Universal Self-Adaptive Prompting EMNLP 2023

CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding EMNLP 2023

ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023

Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue EMNLP 2023

ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023

PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023

POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023