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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction ACL 2023
Crosslingual Generalization through Multitask Finetuning ACL 2023
Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023
Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ACL 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023
RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL AAAI 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking AAAI 2023
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ACL 2023
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023
Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023
Chain-of-Thought Embeddings for Stance Detection on Social Media EMNLP 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis EMNLP 2023
Late Fusion of Transformers for Sentiment Analysis of Code-Switched Data EMNLP 2023
Improving Simultaneous Machine Translation with Monolingual Data AAAI 2023