Language Modeling

Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction CoNLL 2020 Commonsense Statements Identification and Explanation with Transformer-based Encoders EMNLP 2020 Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation Interspeech 2020 Compositional Demographic Word Embeddings EMNLP 2020 Compositionality and Capacity in Emergent Languages ACL 2020 Connecting the Dots: Event Graph Schema Induction with Path Language Modeling EMNLP 2020 Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP 2020 Contemporary Polish Language Model (Version 2) Using Big Data and Sub-Word Approach Interspeech 2020 Contextual BERT: Conditioning the Language Model Using a Global State COLING 2020 Contextual Embeddings: When Are They Worth It? ACL 2020 ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020 Cross-Thought for Sentence Encoder Pre-training EMNLP 2020 DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory AACL 2020 Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods Interspeech 2020 Data Augmentation using Pre-trained Transformer Models AACL 2020 Deconstructing word embedding algorithms EMNLP 2020 Deep Learning Brasil - NLP at SemEval-2020 Task 9: Sentiment Analysis of Code-Mixed Tweets Using Ensemble of Language Models SemEval 2020 DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling ICLR 2020 Differentiable Window for Dynamic Local Attention ACL 2020 Differentially Private Language Models Benefit from Public Pre-training EMNLP 2020 DLGNet: A Transformer-based Model for Dialogue Response Generation ACL 2020 Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation EMNLP 2020 Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020 Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines SemEval 2020 Early Stage LM Integration Using Local and Global Log-Linear Combination Interspeech 2020