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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023
BLP-2023 Task 2: Sentiment Analysis EMNLP 2023
Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023
mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023
KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer ACL 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023
(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework CVPR 2023
MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition CVPR 2023
AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023
Texts as Images in Prompt Tuning for Multi-Label Image Recognition CVPR 2023