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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

From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction EMNLP 2022
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions EMNLP 2022
Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022
Data-Efficient Auto-Regressive Document Retrieval for Fact Verification EMNLP 2022
Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning EMNLP 2022
Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling EMNLP 2022
What Makes Data-to-Text Generation Hard for Pretrained Language Models? EMNLP 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
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022
TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022
OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022
Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022
Image Segmentation Using Text and Image Prompts CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Generative Entity Typing with Curriculum Learning EMNLP 2022
Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022