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Domain Adaptation

8,656 papers

Papers per year

Papers

Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust EMNLP 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
PRISM: A New Lens for Improved Color Understanding EMNLP 2024
AI for Science in the Era of Large Language Models EMNLP 2024
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024
Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024
InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024
XRec: Large Language Models for Explainable Recommendation EMNLP 2024
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024
RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024
MATE: Meet At The Embedding - Connecting Images with Long Texts EMNLP 2024
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization EMNLP 2024
Guided Profile Generation Improves Personalization with Large Language Models EMNLP 2024
Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024