Natural Language Processing

On the evolution of syntactic information encoded by BERT’s contextualized representations EACL 2021 On-the-fly Rectification for Robust Large-Vocabulary Topic Inference ICML 2021 On the Hidden Treasure of Dialog in Video Question Answering ICCV 2021 On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021 On the (In)Effectiveness of Images for Text Classification EACL 2021 On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021 On the Relation between Syntactic Divergence and Zero-Shot Performance EMNLP 2021 On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021 On the Role of Corpus Ordering in Language Modeling EMNLP 2021 On the Softmax Bottleneck of Recurrent Language Models AAAI 2021 On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines ICLR 2021 On the Stability of System Rankings at WMT EMNLP 2021 On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021 On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles NAACL 2021 OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021 On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021 On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021 On Universal Colexifications EACL 2021 On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs EACL 2021 On Writing a Textbook on Natural Language Processing NAACL 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021