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Domain Adaptation

8,656 papers

Papers per year

Papers

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024
End-to-end Parsing of Procedural Text into Flow Graphs COLING 2024
Enhancing Court View Generation with Knowledge Injection and Guidance COLING 2024
Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference and Astrophysical Relationship Annotations COLING 2024
Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation COLING 2024
Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers across Diseases COLING 2024
Extracting Biomedical Entities from Noisy Audio Transcripts COLING 2024
Fast Adaptation via Prompted Data: An Efficient Cross-Domain Fine-tuning Method for Large Language Models COLING 2024
Feature Structure Matching for Multi-source Sentiment Analysis with Efficient Adaptive Tuning COLING 2024
Frame2: A FrameNet-based Multimodal Dataset for Tackling Text-image Interactions in Video COLING 2024
From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction COLING 2024
How Far Is Too Far? Studying the Effects of Domain Discrepancy on Masked Language Models COLING 2024
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset COLING 2024
How to Encode Domain Information in Relation Classification COLING 2024
Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection COLING 2024
HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks COLING 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024
IndirectQA: Understanding Indirect Answers to Implicit Polar Questions in French and Spanish COLING 2024
InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment COLING 2024
Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers COLING 2024
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains COLING 2024
JLBert: Japanese Light BERT for Cross-Domain Short Text Classification COLING 2024
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset COLING 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset COLING 2024