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Domain Adaptation

8,962 papers

Papers per year

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Papers

Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning NAACL 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation NAACL 2024
Aligning Large Language Models with Recommendation Knowledge NAACL 2024
Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024
Pruning as a Domain-specific LLM Extractor NAACL 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies NAACL 2024
Applications of BERT Models Towards Automation of Clinical Coding in Icelandic NAACL 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
Tailoring Vaccine Messaging with Common-Ground Opinions NAACL 2024
Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query NAACL 2024
Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks NAACL 2024
How Lexical is Bilingual Lexicon Induction? NAACL 2024
A Concise Survey of OCR for Low-Resource Languages NAACL 2024
Advancing NMT for Indigenous Languages: A Case Study on Yucatec Mayan and Chol NAACL 2024
The role of morphosyntactic similarity in generating related sentences NAACL 2024
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice NAACL 2024
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond NAACL 2024
Building Robust Content Scoring Models for Student Explanations of Social Justice Science Issues NAACL 2024
ANU at MLSP-2024: Prompt-based Lexical Simplification for English and Sinhala NAACL 2024
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification NAACL 2024
GMU at MLSP 2024: Multilingual Lexical Simplification with Transformer Models NAACL 2024
Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024
Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024