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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022
Open Vocabulary Extreme Classification Using Generative Models ACL 2022
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ACL 2022
DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
Cross-Lingual Phrase Retrieval ACL 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation ACL 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021