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Domain Adaptation

8,656 papers

Papers per year

Papers

ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects EACL 2021
Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection EACL 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Voice Query Auto Completion EMNLP 2021
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages EMNLP 2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality Transfer EMNLP 2021
Achieving Model Robustness through Discrete Adversarial Training EMNLP 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021
Sorting through the noise: Testing robustness of information processing in pre-trained language models EMNLP 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search EMNLP 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP 2021
An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model EMNLP 2021
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021
Dealing with Typos for BERT-based Passage Retrieval and Ranking EMNLP 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments EMNLP 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021