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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023
Deeply Coupled Cross-Modal Prompt Learning ACL 2023
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation ACL 2023
Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
Domain-specific transformer models for query translation ACL 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023
Learning to Generalize for Cross-domain QA ACL 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Decouple knowledge from paramters for plug-and-play language modeling ACL 2023
AliBERT: A Pre-trained Language Model for French Biomedical Text ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023
Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023
ConvRGX: Recognition, Generation, and Extraction for Self-trained Conversational Question Answering ACL 2023
Robust Integration of Contextual Information for Cross-Target Stance Detection ACL 2023
Towards LLM-driven Dialogue State Tracking EMNLP 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding EMNLP 2023
Revisiting the Knowledge Injection Frameworks EMNLP 2023