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Domain Adaptation

8,656 papers

Papers per year

Papers

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents ACL 2024
Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation ACL 2024
Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation ACL 2024
MLBMIKABR at “Discharge Me!”: Concept Based Clinical Text Description Generation ACL 2024
ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024
BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation ACL 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024
Assessing the Effectiveness of GPT-4o in Climate Change Evidence Synthesis and Systematic Assessments: Preliminary Insights ACL 2024
Confounders in Instance Variation for the Analysis of Data Contamination ACL 2024
ManWav: The First Manchu ASR Model ACL 2024
Comparing Kaldi-Based Pipeline Elpis and Whisper for Čakavian Transcription ACL 2024
Word Order in English-Japanese Simultaneous Interpretation: Analyses and Evaluation using Chunk-wise Monotonic Translation ACL 2024
HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation ACL 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble ACL 2024
KpopMT: Translation Dataset with Terminology for Kpop Fandom ACL 2024
Super donors and super recipients: Studying cross-lingual transfer between high-resource and low-resource languages ACL 2024
Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ACL 2024
UFCNet: Unsupervised Network based on Fourier transform and Convolutional attention for Oracle Character Recognition ACL 2024
CuReD: Deep Learning Optical Character Recognition for Cuneiform Text Editions and Legacy Materials ACL 2024