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Zero-Shot Learning
860 directly classified papers
Papers per year
2013: 3
2014: 1
2015: 5
2016: 2
2017: 6
2018: 13
2019: 27
2020: 36
2021: 64
2022: 94
2023: 168
2024: 185
2025: 214
2026: 42
Papers
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
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot
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
mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval
EMNLP 2023
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance
EMNLP 2023
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
EMNLP 2023
Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs
EMNLP 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
EMNLP 2023
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model
EMNLP 2023
SRCB at SemEval-2023 Task 1: Prompt Based and Cross-Modal Retrieval Enhanced Visual Word Sense Disambiguation
SEMEVAL 2023
Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets
SEMEVAL 2023
Tübingen at SemEval-2023 Task 4: What Can Stance Tell? A Computational Study on Detecting Human Values behind Arguments
SEMEVAL 2023
Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values
SEMEVAL 2023
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities
EMNLP 2023
ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded
ICCV 2023
Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions
SEMEVAL 2023
ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis
SEMEVAL 2023
StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields
CVPR 2023
ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation
CVPR 2023
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning
CVPR 2023
Zero-Shot Referring Image Segmentation With Global-Local Context Features
CVPR 2023
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