Domain Adaptation

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025 Few-Shot Learner Generalizes Across AI-Generated Image Detection ICML 2025 FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025 FIC-TSC: Learning Time Series Classification with Fisher Information Constraint ICML 2025 Field Matching: an Electrostatic Paradigm to Generate and Transfer Data ICML 2025 Filling the Gap for Uzbek: Creating Translation Resources for Southern Uzbek EMNLP 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025 FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025 Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities NAACL 2025 Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025 Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025 Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025 Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025 Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment ICLR 2025 Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task EMNLP 2025 FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025 FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025 FinMTEB: Finance Massive Text Embedding Benchmark EMNLP 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 FIRM: Flexible Interactive Reflection ReMoval AAAI 2025 FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025 FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation MLHC 2025 FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025