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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
Mask Matching Transformer for Few-Shot Segmentation NIPS 2022
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification EMNLP 2022
Structural generalization is hard for sequence-to-sequence models EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs EMNLP 2022
Weakly Supervised Context-based Interview Question Generation EMNLP 2022
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 EMNLP 2022
CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022
Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022
Revisit Systematic Generalization via Meaningful Learning EMNLP 2022
An Error-Guided Correction Model for Chinese Spelling Error Correction EMNLP 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022