conftrace_

few-shot learning

3,578 papers

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Also known as

FSL FEWSHOT FEW-SHOT

Co-occurring keywords · papers mentioning both

large language model (636) zero-shot learning (455) transfer learning (369) in-context learning (311) domain adaptation (209) text classification (204) representation learning (182) prompt engineering (179) language model (170) vision-language model (169)

Papers

In-Context Learning Learns Label Relationships but Is Not Conventional Learning ICLR 2024 In-Context Learning State Vector with Inner and Momentum Optimization NeurIPS 2024 In-Context Learning with Iterative Demonstration Selection EMNLP 2024 In-context Mixing (ICM): Code-mixed Prompts for Multilingual LLMs ACL 2024 In-Context Unlearning: Language Models as Few-Shot Unlearners ICML 2024 IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline EACL 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024 Instance-based Max-margin for Practical Few-shot Recognition CVPR 2024 Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024 Instructing Large Language Models to Identify and Ignore Irrelevant Conditions NAACL 2024 Instructor-inspired Machine Learning for Robust Molecular Property Prediction NeurIPS 2024 IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024 Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 Investigating grammatical abstraction in language models using few-shot learning of novel noun gender EACL 2024 Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study COLING 2024 ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification WACV 2024 Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? EMNLP 2024 ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SemEval 2024 Is Programming by Example Solved by LLMs? NeurIPS 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 Japanese-English Sentence Translation Exercises Dataset for Automatic Grading EACL 2024 JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024