Zero-Shot Learning

SETI: Systematicity Evaluation of Textual Inference ACL 2023 SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction NeurIPS 2023 Shifted Diffusion for Text-to-Image Generation CVPR 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 Side Adapter Network for Open-Vocabulary Semantic Segmentation CVPR 2023 SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2023 Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring? ACL 2023 Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation ICCV 2023 Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023 Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023 Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023 StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos CVPR 2023 StyleS2ST: Zero-shot Style Transfer for Direct Speech-to-speech Translation Interspeech 2023 Subequivariant Graph Reinforcement Learning in 3D Environments ICML 2023 Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023 SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models NeurIPS 2023 Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ACL 2023 Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023 Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023 TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023 TADA : Task Agnostic Dialect Adapters for English ACL 2023 Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023 TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation ACL 2023