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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
XLM-EMO: Multilingual Emotion Prediction in Social Media Text ACL 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Multilingual Relation Classification via Efficient and Effective Prompting EMNLP 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022
Reframing Instructional Prompts to GPTk’s Language ACL 2022
Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds NIPS 2022
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NIPS 2022
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization EMNLP 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Revisiting the Effects of Leakage on Dependency Parsing ACL 2022
Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022
CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022