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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
Poirot at CMCL 2022 Shared Task: Zero Shot Crosslingual Eye-Tracking Data Prediction using Multilingual Transformer Models ACL 2022
Disentangling Visual Embeddings for Attributes and Objects CVPR 2022
Equivariant Networks for Zero-Shot Coordination NIPS 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora AACL 2022
OpenStance: Real-world Zero-shot Stance Detection CONLL 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
Leveraging Non-dialogue Summaries for Dialogue Summarization COLING 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ACL 2022
A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL 2022
Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían ACL 2022
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models COLING 2022
COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models NIPS 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification IJCNLP 2022
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea NAACL 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022
GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish ACL 2022
OW-DETR: Open-World Detection Transformer CVPR 2022
Building an Event Extractor with Only a Few Examples NAACL 2022
Zero-shot Entity Linking with Less Data NAACL 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022