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Domain Adaptation

8656 directly classified papers

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Papers

Perspective-Invariant 3D Object Detection ICCV 2025
Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation EMNLP 2025
Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025
Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025
Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025
Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025
Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025
Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025
Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025