Language Models

A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020 BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP 2020 Blank Language Models EMNLP 2020 Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020 CamemBERT: a Tasty French Language Model ACL 2020 Compositional Demographic Word Embeddings EMNLP 2020 Context-Driven Satirical News Generation ACL 2020 Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020 CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features EMNLP 2020 Cydex: Neural Search Infrastructure for the Scholarly Literature EMNLP 2020 Dialogue Response Ranking Training with Large-Scale Human Feedback Data EMNLP 2020 Distill BERT to Traditional Models in Chinese Machine Reading Comprehension (Student Abstract) AAAI 2020 DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020 Empower Entity Set Expansion via Language Model Probing ACL 2020 Enabling Language Models to Fill in the Blanks ACL 2020 End-to-end NLP Pipelines in Rust EMNLP 2020 Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP 2020 Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020 ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020 Examining the rhetorical capacities of neural language models EMNLP 2020 Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020 Exploring BERT’s Sensitivity to Lexical Cues using Tests from Semantic Priming EMNLP 2020 Generalization through Memorization: Nearest Neighbor Language Models ICLR 2020 GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020 Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020