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

DataComp: In search of the next generation of multimodal datasets NIPS 2023

CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion NIPS 2023

Localized Symbolic Knowledge Distillation for Visual Commonsense Models NIPS 2023

Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023

P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting NIPS 2023

Toward Re-Identifying Any Animal NIPS 2023

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NIPS 2023

Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime MIDL 2023

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

Exploring Prompting Large Language Models as Explainable Metrics AACL 2023

Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? CONLL 2023

Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping CORL 2023

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models CORL 2023

FindThis: Language-Driven Object Disambiguation in Indoor Environments CORL 2023

Large Language Models as General Pattern Machines CORL 2023

UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis SEMEVAL 2023

ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis SEMEVAL 2023

teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach SEMEVAL 2023

Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions SEMEVAL 2023

ML Mob at SemEval-2023 Task 1: Probing CLIP on Visual Word-Sense Disambiguation SEMEVAL 2023

HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial SEMEVAL 2023

Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values SEMEVAL 2023

Tübingen at SemEval-2023 Task 4: What Can Stance Tell? A Computational Study on Detecting Human Values behind Arguments SEMEVAL 2023

Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image Diffusion SEMEVAL 2023

Diane Simmons at SemEval-2023 Task 5: Is it possible to make good clickbait spoilers using a Zero-Shot approach? Check it out! SEMEVAL 2023