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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Comprehension Based Question Answering using Bloom’s Taxonomy ACL 2021
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation EACL 2021
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers EACL 2021
Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification EACL 2021
Language Tags Matter for Zero-Shot Neural Machine Translation IJCNLP 2021
Trajectory Diversity for Zero-Shot Coordination ICML 2021
Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration INTERSPEECH 2021
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
Informative and Controllable Opinion Summarization EACL 2021
Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning ICML 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning EACL 2021
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions EACL 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021
The Role of Syntactic Planning in Compositional Image Captioning EACL 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
Towards User-Driven Neural Machine Translation IJCNLP 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers IJCNLP 2021
Issues with Entailment-based Zero-shot Text Classification IJCNLP 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 IJCNLP 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer IJCNLP 2021
CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models IJCNLP 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces IJCNLP 2021