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Domain Adaptation

8,962 papers

Papers per year

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Papers

Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition IJCNLP 2025
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025
Cross-Prompt Encoder for Low-Performing Languages IJCNLP 2025
BanglaTalk: Towards Real-Time Speech Assistance for Bengali Regional Dialects IJCNLP 2025
LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks IJCNLP 2025
ChakmaBridge: A Five-Way Parallel Corpus for Navigating the Script Divide in an Endangered Language IJCNLP 2025
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection IJCNLP 2025
A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction IJCNLP 2025
DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction IJCNLP 2025
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification IJCNLP 2025
Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation IJCNLP 2025
Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation IJCNLP 2025
From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation IJCNLP 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025
Test-Time Training on Video Streams JMLR 2025
Regularizing Hard Examples Improves Adversarial Robustness JMLR 2025
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025
EMaP: Explainable AI with Manifold-based Perturbations JMLR 2025
Fair Text Classification via Transferable Representations JMLR 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025