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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion INTERSPEECH 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
Data-Efficient Auto-Regressive Document Retrieval for Fact Verification EMNLP 2022
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue 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
Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022
Identifying Physical Object Use in Sentences EMNLP 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NIPS 2022
A Systematic Investigation of Commonsense Knowledge in Large Language Models EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
What Can Transformers Learn In-Context? A Case Study of Simple Function Classes NIPS 2022
Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction NAACL 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NIPS 2022
An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction ACL 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Exploring Length Generalization in Large Language Models NIPS 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022
Good Night at 4 pm?! Time Expressions in Different Cultures ACL 2022