Language Modeling

Focus Attention: Promoting Faithfulness and Diversity in Summarization ACL 2021 Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning Interspeech 2021 Frequency Effects on Syntactic Rule Learning in Transformers EMNLP 2021 From back to the roots into the gated woods: Deep learning for NLP NAACL 2021 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021 Gaining Experience with Structured Data: Using the Resources of Dialog State Tracking Challenge 2 NAACL 2021 Generating Datasets with Pretrained Language Models EMNLP 2021 Generating Hypothetical Events for Abductive Inference ACL 2021 GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021 Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning ICML 2021 Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021 How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021 How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021 How much pretraining data do language models need to learn syntax? EMNLP 2021 Human-Like Controllable Image Captioning With Verb-Specific Semantic Roles CVPR 2021 Human Perception in Natural Language Generation ACL 2021 HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021 IGA: An Intent-Guided Authoring Assistant EMNLP 2021 Improving and Simplifying Pattern Exploiting Training EMNLP 2021 Improving Machine Translation of Rare and Unseen Word Senses EMNLP 2021 Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021 Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021 Incorporating Residual and Normalization Layers into Analysis of Masked Language Models EMNLP 2021 IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021