few-shot learning

InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023 Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection ICCV 2023 IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023 Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023 Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023 Inverse Scaling Can Become U-Shaped EMNLP 2023 Is GPT-3 a Good Data Annotator? ACL 2023 IS SYNTHETIC DATA FROM GENERATIVE MODELS READY FOR IMAGE RECOGNITION? ICLR 2023 IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SemEval 2023 JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023 JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SemEval 2023 K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023 KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023 Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023 Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023 Language Is Not All You Need: Aligning Perception with Language Models NeurIPS 2023 Language Models are Weak Learners NeurIPS 2023 Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NeurIPS 2023 Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions ACL 2023