Transfer Learning

Direct Preference Optimization with an Offset ACL 2024 Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning ICML 2024 Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024 Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation COLING 2024 Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024 Dissecting the Failure of Invariant Learning on Graphs NeurIPS 2024 Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024 DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features NeurIPS 2024 Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation EMNLP 2024 Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024 Distributional Preference Alignment of LLMs via Optimal Transport NeurIPS 2024 Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases EACL 2024 DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos AAAI 2024 DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors NeurIPS 2024 DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases ACL 2024 DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024 Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024 Does the Order Matter? Curriculum Learning over Languages COLING 2024 DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024 Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024 Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024 Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024 Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024