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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

ROMAN: Open-Set Object Map Alignment for Robust View-Invariant Global Localization RSS 2025
LiDAR Registration with Visual Foundation Models RSS 2025
STDArm: Transfer Visuomotor Policy From Static Data Training to Dynamic Robot Manipulation RSS 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics EMNLP 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases EMNLP 2025
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025
From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation IJCNLP 2025
Feature Augmentation Based Test-Time Adaptation WACV 2025
Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? AACL 2025
MOD-KG: MultiOrgan Diagnosis Knowledge Graph IJCNLP 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025
Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics CVPR 2025
Towards Style Alignment in Cross-Cultural Translation ACL 2025
Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings EMNLP 2025
Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation EMNLP 2025
Kuvost: A Large-Scale Human-Annotated English to Central Kurdish Speech Translation Dataset Driven from English Common Voice ACL 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025
LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025