conftrace_

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

Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023

Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation ICML 2023

ZBL2W at SemEval-2023 Task 9: A Multilingual Fine-tuning Model with Data Augmentation for Tweet Intimacy Analysis SEMEVAL 2023

UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023

Zero-shot Probing of Pretrained Language Models for Geography Knowledge IJCNLP 2023

Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task IJCNLP 2023

Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer INTERSPEECH 2023

HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023

Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023

Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning ICML 2023

Predictable MDP Abstraction for Unsupervised Model-Based RL ICML 2023

ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023

Is ChatGPT a Good Multi-Party Conversation Solver? EMNLP 2023

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