Transfer Learning

Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023 Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning CVPR 2023 Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023 Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023 Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023 MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023 MUX-PLMs: Pre-training Language Models with Data Multiplexing ACL 2023 Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023 nav-nlp at RadSum23: Abstractive Summarization of Radiology Reports using BART Finetuning ACL 2023 Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023 Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation CVPR 2023 NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SemEval 2023 Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection SemEval 2023 Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023 Non-IID Transfer Learning on Graphs AAAI 2023 No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models NeurIPS 2023 OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023 On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023 One Fits All: Power General Time Series Analysis by Pretrained LM NeurIPS 2023 One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023 On Monotonic Aggregation for Open-domain QA Interspeech 2023 On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023 On Surgical Fine-tuning for Language Encoders EMNLP 2023 On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition Interspeech 2023 On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023