Natural Language Processing

BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021 BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021 BERTologiCoMix: How does Code-Mixing interact with Multilingual BERT? EACL 2021 BERTTune: Fine-Tuning Neural Machine Translation with BERTScore ACL 2021 BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets EMNLP 2021 BESA: BERT-based Simulated Annealing for Adversarial Text Attacks IJCAI 2021 Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental ACL 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Better Neural Machine Translation by Extracting Linguistic Information from BERT EACL 2021 Better than Average: Paired Evaluation of NLP systems ACL 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract) IJCAI 2021 Beyond English-Centric Multilingual Machine Translation JMLR 2021 Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation EMNLP 2021 Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models EMNLP 2021 Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation ACL 2021 Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ACL 2021 Beyond Sentence-Level End-to-End Speech Translation: Context Helps ACL 2021 Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers EACL 2021 Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers EMNLP 2021 BFClass: A Backdoor-free Text Classification Framework EMNLP 2021 Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies ACL 2021 Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models NeurIPS 2021 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021