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Domain Adaptation

8656 directly classified papers

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Papers

FORTIFY: Generative Model Fine-tuning with ORPO for ReTrieval Expansion of InFormal NoisY Text ACL 2025
NAIST Offline Speech Translation System for IWSLT 2025 ACL 2025
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CONLL 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CONLL 2025
DLU: Dictionary Look-Up Data and Prediction CONLL 2025
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025
Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
Patent-CR: A Dataset for Patent Claim Revision NAACL 2025
Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization NAACL 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval EMNLP 2025
DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation CVPR 2025
I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025
Signs of Struggle: Spotting Cognitive Distortions across Language and Register IJCNLP 2025
Label Calibration in Source Free Domain Adaptation WACV 2025
Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025