conftrace_
← Keywords

few-shot learning

3398 papers

Explore in graph

Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained ACL 2023
Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition ACL 2023
FLamE: Few-shot Learning from Natural Language Explanations ACL 2023
Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023
Dataset Distillation with Attention Labels for Fine-tuning BERT ACL 2023
Few-shot Classification with Hypersphere Modeling of Prototypes ACL 2023
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing ACL 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization ACL 2023
The ADAIO System at the BEA-2023 Shared Task: Shared Task Generating AI Teacher Responses in Educational Dialogues ACL 2023
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection ACL 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023
A smashed glass cannot be full: Generation of Commonsense Explanations through Prompt-based Few-shot Learning ACL 2023
SemEval-2023 Task 1: Visual Word Sense Disambiguation ACL 2023
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values ACL 2023
Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023
Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023
Few-shot Adaptation Works with UnpredicTable Data ACL 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning EMNLP 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
Multi-lingual and Multi-cultural Figurative Language Understanding ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023