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Papers
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models
ACL 2025
Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation
ACL 2025
In-Context Learning with Long-Context Models: An In-Depth Exploration
NAACL 2025
LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection
ACL 2025
Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL
COLING 2025
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples
NAACL 2025
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?
EMNLP 2024
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis
COLING 2024
Learning to Retrieve In-Context Examples for Large Language Models
EACL 2024
RAR: Retrieval-augmented retrieval for code generation in low resource languages
EMNLP 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison
NAACL 2024
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking
ACL 2023
Modeling Exemplification in Long-form Question Answering via Retrieval
NAACL 2022
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
EMNLP 2021
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language
ACL 2019
Sakura: Large-scale Incorrect Example Retrieval System for Learners of Japanese as a Second Language
ACL 2019