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Domain Adaptation

8,656 papers

Papers per year

Papers

Hidetsune at SemEval-2024 Task 4: An Application of Machine Learning to Multilingual Propagandistic Memes Identification Using Machine Translation NAACL 2024
Groningen team D at SemEval-2024 Task 8: Exploring data generation and a combined model for fine-tuning LLMs for Multidomain Machine-Generated Text Detection NAACL 2024
IRIT-Berger-Levrault at SemEval-2024: How Sensitive Sentence Embeddings are to Hallucinations? NAACL 2024
DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training NAACL 2024
TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI NAACL 2024
YNU-HPCC at SemEval-2024 Task 5: Regularized Legal-BERT for Legal Argument Reasoning Task in Civil Procedure NAACL 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness NAACL 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques NAACL 2024
DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation NAACL 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024
NLPNCHU at SemEval-2024 Task 4: A Comparison of MDHC Strategy and In-domain Pre-training for Multilingual Detection of Persuasion Techniques in Memes NAACL 2024
VeLePa: a Verbal Lexicon of Pame NAACL 2024
Does Whisper Understand Swiss German? An Automatic, Qualitative, and Human Evaluation NAACL 2024
Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024
Experiments in Multi-Variant Natural Language Processing for Nahuatl NAACL 2024
Toxicity Classification in Ukrainian NAACL 2024
Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI 2024
RT-H: Action Hierarchies using Language RSS 2024
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation RSS 2024
Function Based Sim-to-Real Learning for Shape Control of Deformable Free-form Surfaces RSS 2024
Natural Language Can Help Bridge the Sim2Real Gap RSS 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models SEMEVAL 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge SEMEVAL 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models SEMEVAL 2024