Natural Language Processing

BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019 Baidu Neural Machine Translation Systems for WMT19 ACL 2019 Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019 BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification CoNLL 2019 Be Consistent! Improving Procedural Text Comprehension using Label Consistency NAACL 2019 Benchmarking Benchmarks: Introducing New Automatic Indicators for Benchmarking Spoken Language Understanding Corpora Interspeech 2019 Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019 Bend but Don’t Break? Multi-Challenge Stress Test for QA Models EMNLP 2019 Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content EMNLP 2019 BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning ICML 2019 BERT-based Lexical Substitution ACL 2019 BERT for Coreference Resolution: Baselines and Analysis EMNLP 2019 BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model NAACL 2019 BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019 BERT Masked Language Modeling for Co-reference Resolution ACL 2019 BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis NAACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 BERT Rediscovers the Classical NLP Pipeline ACL 2019 Best Practices for Learning Domain-Specific Cross-Lingual Embeddings ACL 2019 Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019 Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings NAACL 2019 Better Character Language Modeling through Morphology ACL 2019 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019 Better Modeling of Incomplete Annotations for Named Entity Recognition NAACL 2019 Better OOV Translation with Bilingual Terminology Mining ACL 2019