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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022
SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NIPS 2022
RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection NIPS 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition NIPS 2022
A Neural Pairwise Ranking Model for Readability Assessment ACL 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
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models EMNLP 2022
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022
Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora COLING 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi SEMEVAL 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models INTERSPEECH 2022
M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE INTERSPEECH 2022