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Domain Adaptation

8,656 papers

Papers per year

Papers

Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024
M2QA: Multi-domain Multilingual Question Answering EMNLP 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs EMNLP 2024
Improving Referring Ability for Biomedical Language Models EMNLP 2024
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024
Balancing Visual Context Understanding in Dialogue for Image Retrieval EMNLP 2024
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024
PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024
MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024
Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages EMNLP 2024
Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024
HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues EMNLP 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024
HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid EMNLP 2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024
Reference-based Metrics Disprove Themselves in Question Generation EMNLP 2024
BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla EMNLP 2024
ARTS: Assessing Readability & Text Simplicity EMNLP 2024
Characterizing Text Datasets with Psycholinguistic Features EMNLP 2024