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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Type-to-Track: Retrieve Any Object via Prompt-based Tracking NIPS 2023
ToolQA: A Dataset for LLM Question Answering with External Tools NIPS 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023
Translating a low-resource language using GPT-3 and a human-readable dictionary ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023
SETI: Systematicity Evaluation of Textual Inference ACL 2023
Delving Into Shape-Aware Zero-Shot Semantic Segmentation CVPR 2023
Secure Out-of-Distribution Task Generalization with Energy-Based Models NIPS 2023
Explore to Generalize in Zero-Shot RL NIPS 2023
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability ICCV 2023
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes ICCV 2023
Helping Hands: An Object-Aware Ego-Centric Video Recognition Model ICCV 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023
MasQCLIP for Open-Vocabulary Universal Image Segmentation ICCV 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks ACL 2023
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training NIPS 2023