Language Modeling

Adaptive Differential Privacy for Language Model Training ACL 2022 Intrinsic Gradient Compression for Scalable and Efficient Federated Learning ACL 2022 Language modeling via stochastic processes ICLR 2022 Language Modelling via Learning to Rank AAAI 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training EMNLP 2022 Recovering Private Text in Federated Learning of Language Models NeurIPS 2022 Scaling Language Model Size in Cross-Device Federated Learning ACL 2022 Subword Segmental Language Modelling for Nguni Languages EMNLP 2022 Training Language Models with Memory Augmentation EMNLP 2022 Using ASR-Generated Text for Spoken Language Modeling ACL 2022 A Plug-and-Play Method for Controlled Text Generation EMNLP 2021 Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021 Injecting Entity Types into Entity-Guided Text Generation EMNLP 2021 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP 2021 On the Softmax Bottleneck of Recurrent Language Models AAAI 2021 Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021 Surprisal Estimators for Human Reading Times Need Character Models ACL 2021 Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021 A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract) AAAI 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 Content Planning for Neural Story Generation with Aristotelian Rescoring EMNLP 2020 Latent Relation Language Models AAAI 2020 Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020