Language Models

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021 Let’s be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction ACL 2021 “Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding EMNLP 2021 Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021 Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models EMNLP 2021 Measure and Evaluation of Semantic Divergence across Two Languages ACL 2021 Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021 Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021 MIROSTAT: A NEURAL TEXT DECODING ALGORITHM THAT DIRECTLY CONTROLS PERPLEXITY ICLR 2021 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021 Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models EMNLP 2021 MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021 NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021 NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021 Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021 Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021 Pivot Based Transfer Learning for Neural Machine Translation: CFILT IITB @ WMT 2021 Triangular MT EMNLP 2021 PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021 PMI-Masking: Principled masking of correlated spans ICLR 2021 Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021 Pre-training Universal Language Representation ACL 2021 Probing Pre-trained Language Models for Semantic Attributes and their Values EMNLP 2021 ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021 R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL 2021 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021