Language Modeling

How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020 How much complexity does an RNN architecture need to learn syntax-sensitive dependencies? ACL 2020 How Much Knowledge Can You Pack Into the Parameters of a Language Model? EMNLP 2020 If beam search is the answer, what was the question? EMNLP 2020 Improving Bilingual Lexicon Induction for Low Frequency Words EMNLP 2020 Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks Interspeech 2020 Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020 Improving the Gating Mechanism of Recurrent Neural Networks ICML 2020 Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition EMNLP 2020 In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology ACL 2020 INSET: Sentence Infilling with INter-SEntential Transformer ACL 2020 Interpretation of NLP models through input marginalization EMNLP 2020 Investigation of Large-Margin Softmax in Neural Language Modeling Interspeech 2020 Just Add Functions: A Neural-Symbolic Language Model AAAI 2020 LAMOL: LAnguage MOdeling for Lifelong Language Learning ICLR 2020 Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020 Language Modeling for Speech Analytics in Under-Resourced Languages Interspeech 2020 Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020 Large Product Key Memory for Pretrained Language Models EMNLP 2020 Latent Relation Language Models AAAI 2020 Learning Architectures from an Extended Search Space for Language Modeling ACL 2020 Learning Geometric Word Meta-Embeddings ACL 2020 Learning Mutational Semantics NeurIPS 2020 Learning Probabilistic Sentence Representations from Paraphrases ACL 2020 Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020