Transfer Learning

My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture ACL 2024 Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024 Natural Language Can Help Bridge the Sim2Real Gap RSS 2024 Neural Causal Abstractions AAAI 2024 Neural decoding from stereotactic EEG: accounting for electrode variability across subjects NeurIPS 2024 NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design NeurIPS 2024 Neuro-Symbolic Data Generation for Math Reasoning NeurIPS 2024 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors ICLR 2024 New Datasets for Automatic Detection of Textual Entailment and of Contradictions between Sentences in French COLING 2024 News Deja Vu: Connecting Past and Present with Semantic Search NAACL 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NeurIPS 2024 Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024 NGLUEni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages COLING 2024 NLIP_Lab-IITH Low-Resource MT System for WMT24 Indic MT Shared Task EMNLP 2024 NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024 NLP Progress in Indigenous Latin American Languages NAACL 2024 Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition EACL 2024 No Need for Large-Scale Search: Exploring Large Language Models in Complex Knowledge Base Question Answering COLING 2024 Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients NeurIPS 2024 NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics NeurIPS 2024 No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NeurIPS 2024 NSina: A News Corpus for Sinhala COLING 2024 OctavianB at SemEval-2024 Task 6: An exploration of humanlike qualities of hallucinated LLM texts SemEval 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers ICLR 2024