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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation IJCNLP 2025
Faithful Transcription: Leveraging Bible Recordings to Improve ASR for Endangered Languages IJCNLP 2025
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025
NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025
AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR AACL 2025
Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis CVPR 2025
Hyperbolic Safety-Aware Vision-Language Models CVPR 2025
ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025
Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025
Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification IJCNLP 2025
A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction IJCNLP 2025
BanglaTalk: Towards Real-Time Speech Assistance for Bengali Regional Dialects IJCNLP 2025
Cross-Prompt Encoder for Low-Performing Languages IJCNLP 2025
Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis WACV 2025
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey AACL 2025
On Which Data Distribution (Synthetic or Real) We Should Rely for Soft Biometric Classification WACV 2025
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels AACL 2025
SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025
TestAgent: An Adaptive and Intelligent Expert for Human Assessment ACL 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition IJCNLP 2025
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025
Predicting Cross-lingual Trends in Microblogs EMNLP 2025