Language Modeling

Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models Interspeech 2020 Re-solve it: simulating the acquisition of core semantic competences from small data CoNLL 2020 Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020 Revisiting Representation Degeneration Problem in Language Modeling EMNLP 2020 Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020 Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding AAAI 2020 Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020 Scaling Hidden Markov Language Models EMNLP 2020 SenseBERT: Driving Some Sense into BERT ACL 2020 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020 Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ACL 2020 Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020 Sparse Text Generation EMNLP 2020 Speech Disfluencies occur at Higher Perplexities COLING 2020 Stochastic Convolutional Recurrent Networks for Language Modeling Interspeech 2020 Supervised Seeded Iterated Learning for Interactive Language Learning EMNLP 2020 Syntax-driven Iterative Expansion Language Models for Controllable Text Generation EMNLP 2020 tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020 TeaForN: Teacher-Forcing with N-grams EMNLP 2020 TeamJUST at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Ensembling Techniques SemEval 2020 Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning SemEval 2020 Temporal Common Sense Acquisition with Minimal Supervision ACL 2020 Testing the Limits of Representation Mixing for Pronunciation Correction in End-to-End Speech Synthesis Interspeech 2020