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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
IntraQ: Learning Synthetic Images With Intra-Class Heterogeneity for Zero-Shot Network Quantization CVPR 2022
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition CVPR 2022
Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation CVPR 2022
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022
Attention Modulation for Zero-Shot Cross-Domain Dialogue State Tracking COLING 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022
Temporal Alignment Networks for Long-Term Video CVPR 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning CVPR 2022
Delving into Out-of-Distribution Detection with Vision-Language Representations NIPS 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs EMNLP 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ACL 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ACL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings ACL 2021
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning CORL 2021
Learning to Read Maps: Understanding Natural Language Instructions from Unseen Maps ACL 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021