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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Targeted Adversarial Training for Natural Language Understanding NAACL 2021
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021
Improving Zero-Shot Translation by Disentangling Positional Information IJCNLP 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? IJCNLP 2021
Comprehension Based Question Answering using Bloom’s Taxonomy IJCNLP 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition IJCNLP 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset IJCNLP 2021
Zero-shot Fact Verification by Claim Generation IJCNLP 2021
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables EMNLP 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking ACL 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
How to Adapt Your Pretrained Multilingual Model to 1600 Languages IJCNLP 2021
Zera-Shot Sentiment Analysis for Code-Mixed Data AAAI 2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021
UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations ACL 2021
Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021
DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution WACV 2021
Compositional Embeddings for Multi-Label One-Shot Learning WACV 2021
On the Texture Bias for Few-Shot CNN Segmentation WACV 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models ACL 2021
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ACL 2021