Transfer Learning

Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023 Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users EMNLP 2023 MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario ICCV 2023 MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023 NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023 Native Language Prediction from Gaze: a Reproducibility Study ACL 2023 Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023 Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023 Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition Interspeech 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research JMLR 2023 NICT-AI4B’s Submission to the Indic MT Shared Task in WMT 2023 EMNLP 2023 NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis SemEval 2023 nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023 NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning EMNLP 2023 NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SemEval 2023 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023 NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023 NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023 Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023 ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023 Offensive Language Detection in Arabizi EMNLP 2023 Offensive Language Identification in Transliterated and Code-Mixed Bangla EMNLP 2023 Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild CVPR 2023 On Data Scaling in Masked Image Modeling CVPR 2023 On Dataset Transferability in Active Learning for Transformers ACL 2023