Natural Language Processing

Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022 Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering COLING 2022 Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL COLING 2022 Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 Addressing token uniformity in transformers via singular value transformation UAI 2022 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NeurIPS 2022 A Decade of Knowledge Graphs in Natural Language Processing: A Survey AACL 2022 A Dependency Treebank of Spoken Second Language English NAACL 2022 A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022 A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022 Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction ACL 2022 AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation IJCAI 2022 A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation NAACL 2022 A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022 A Double-Graph Based Framework for Frame Semantic Parsing NAACL 2022 A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair NAACL 2022 Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022 Adversarial Retriever-Ranker for Dense Text Retrieval ICLR 2022 Adversarial Sample Generation for Aspect based Sentiment Classification AACL 2022 Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022 Adversarial training for high-stakes reliability NeurIPS 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022