few-shot learning

QA-NatVer: Question Answering for Natural Logic-based Fact Verification EMNLP 2023 Quantify the Political Bias in News Edits: Experiments with Few-Shot Learners (Student Abstract) AAAI 2023 Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023 Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023 RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation ACL 2023 RankDNN: Learning to Rank for Few-Shot Learning AAAI 2023 RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023 Read-only Prompt Optimization for Vision-Language Few-shot Learning ICCV 2023 Reasoning Circuits: Few-shot Multi-hop Question Generation with Structured Rationales ACL 2023 Recurrent Hypernetworks are Surprisingly Strong in Meta-RL NeurIPS 2023 Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers IJCAI 2023 Representation Learning via Consistent Assignment of Views over Random Partitions NeurIPS 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023 Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023 Resources and Few-shot Learners for In-context Learning in Slavic Languages EACL 2023 Rethinking Few-Shot Medical Segmentation: A Vector Quantization View CVPR 2023 Retrieval-Augmented Few-shot Text Classification EMNLP 2023 Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning EMNLP 2023 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023 Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023 Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 Revisit Finetuning strategy for Few-Shot Learning to Transfer the Emdeddings ICLR 2023 Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023 Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023 Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023