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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification IJCNLP 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers IJCNLP 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021
Few-Shot Question Answering by Pretraining Span Selection IJCNLP 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset IJCNLP 2021
Meta-Learning to Compositionally Generalize IJCNLP 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? IJCNLP 2021
Making Pre-trained Language Models Better Few-shot Learners IJCNLP 2021
Towards User-Driven Neural Machine Translation IJCNLP 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages IJCNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning IJCNLP 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers IJCNLP 2021
Zero-shot Fact Verification by Claim Generation IJCNLP 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking IJCNLP 2021
Issues with Entailment-based Zero-shot Text Classification IJCNLP 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection IJCNLP 2021
Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test IJCNLP 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition IJCNLP 2021
Language Tags Matter for Zero-Shot Neural Machine Translation IJCNLP 2021
Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 IJCNLP 2021
IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification IJCNLP 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models IJCNLP 2021