Few-Shot Learning

Using Large Language Models to Assess Young Students’ Writing Revisions NAACL 2024 uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? SemEval 2024 VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024 Visual Attention Prompted Prediction and Learning IJCAI 2024 Visual In-Context Learning for Large Vision-Language Models ACL 2024 Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach CVPR 2024 VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions NeurIPS 2024 Wav2pos: Exploring syntactic analysis from audio for Highland Puebla Nahuatl NAACL 2024 Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024 Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024 Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024 Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages AAAI 2024 Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles ACL 2024 With a Little Help from Language: Semantic Enhanced Visual Prototype Framework for Few-Shot Learning IJCAI 2024 With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models EMNLP 2024 Yes-MT’s Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024 EMNLP 2024 ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024 Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis COLING 2024 Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024 Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NeurIPS 2024 ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning ACL 2024 A Closer Look at Few-shot Classification Again ICML 2023 Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023 Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023