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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

Training Mixed-Domain Translation Models via Federated Learning NAACL 2022
Multi-Domain Targeted Sentiment Analysis NAACL 2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT NAACL 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022
Improving negation detection with negation-focused pre-training NAACL 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SEMEVAL 2022
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression AAAI 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022