Zero-Shot Learning

Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022 Poirot at CMCL 2022 Shared Task: Zero Shot Crosslingual Eye-Tracking Data Prediction using Multilingual Transformer Models ACL 2022 ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022 ReCo: Retrieve and Co-segment for Zero-shot Transfer NeurIPS 2022 Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning EMNLP 2022 Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems IJCAI 2022 RLIP: Relational Language-Image Pre-training for Human-Object Interaction Detection NeurIPS 2022 Robust Fine-Tuning of Zero-Shot Models CVPR 2022 Robust Region Feature Synthesizer for Zero-Shot Object Detection CVPR 2022 SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi SemEval 2022 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Interspeech 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech Interspeech 2022 SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022 TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022 Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022 TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models COLING 2022 Towards Improved Zero-shot Voice Conversion with Conditional DSVAE Interspeech 2022 Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022 TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages EMNLP 2022 Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022 Unseen Classes at a Later Time? No Problem CVPR 2022 UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022 Weak supervision for Question Type Detection with large language models Interspeech 2022