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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables EMNLP 2021
Does language help generalization in vision models? EMNLP 2021
On Generalization in Coreference Resolution EMNLP 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
Learning to Generate Task-Specific Adapters from Task Description ACL 2021
Zero-shot Fact Verification by Claim Generation ACL 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021
Towards User-Driven Neural Machine Translation ACL 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
Goal-Oriented Gaze Estimation for Zero-Shot Learning CVPR 2021
DASZL: Dynamic Action Signatures for Zero-shot Learning AAAI 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021
Learning Visual Emotion Representations From Web Data CVPR 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL 2020
Language Models as Fact Checkers? ACL 2020