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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Can Language Models Understand Physical Concepts? EMNLP 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
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023
Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023
Diversity Enhanced Narrative Question Generation for Storybooks EMNLP 2023
SUT at SemEval-2023 Task 1: Prompt Generation for Visual Word Sense Disambiguation ACL 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023
Large Language Models Are Zero-Shot Time Series Forecasters NIPS 2023
Pengi: An Audio Language Model for Audio Tasks NIPS 2023
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset NIPS 2023
Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ACL 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NIPS 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL 2023
Few-shot Reranking for Multi-hop QA via Language Model Prompting ACL 2023
Evaluating Zero-Shot Event Structures: Recommendations for Automatic Content Extraction (ACE) Annotations ACL 2023
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023
LT at SemEval-2023 Task 1: Effective Zero-Shot Visual Word Sense Disambiguation Approaches using External Knowledge Sources ACL 2023
VASR: Visual Analogies of Situation Recognition AAAI 2023