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Zero-Shot Learning

3,143 papers

Papers per year

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12
170
669
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Papers

Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Few-shot Subgoal Planning with Language Models NAACL 2022
Strong Heuristics for Named Entity Linking NAACL 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
Towards Open-Domain Topic Classification NAACL 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations NAACL 2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions NAACL 2022
RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction NAACL 2022
Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction NAACL 2022
Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments NAACL 2022
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing NAACL 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection NAACL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning NAACL 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches NAACL 2022
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi NAACL 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection SEMEVAL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SEMEVAL 2022
NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection SEMEVAL 2022
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection SEMEVAL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection SEMEVAL 2022