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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models INTERSPEECH 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering EMNLP 2022
Data-Efficient Auto-Regressive Document Retrieval for Fact Verification EMNLP 2022
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022
Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian ACL 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer NAACL 2022
AISFG: Abundant Information Slot Filling Generator NAACL 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation COLING 2022
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 EMNLP 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
Learning Prototype via Placeholder for Zero-shot Recognition IJCAI 2022