Domain Adaptation

LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition CVPR 2025 Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025 Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation AAAI 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025 Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025 Leveraging Large Language Models for Wind Energy Assessment AAAI 2025 Leveraging the Cross-Domain & Cross-Linguistic Corpus for Low Resource NMT: A Case Study On Bhili-Hindi-English Parallel Corpus EMNLP 2025 Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning EMNLP 2025 LexGen: Domain-aware Multilingual Lexicon Generation ACL 2025 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025 LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations ICML 2025 LIA and ELYADATA systems for the IWSLT 2025 low-resource speech translation shared task ACL 2025 LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation NAACL 2025 LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025 LiDAR Registration with Visual Foundation Models RSS 2025 Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space ICLR 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 Lightspeed Geometric Dataset Distance via Sliced Optimal Transport ICML 2025 Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes CVPR 2025 Lightweight Online Adaption for Time Series Foundation Model Forecasts ICML 2025 Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025 Limited-Resource Adapters Are Regularizers, Not Linguists ACL 2025