Language Models

“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022 Language Models as Context-sensitive Word Search Engines ACL 2022 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022 Large-Scale Differentially Private BERT EMNLP 2022 Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification EMNLP 2022 M2D2: A Massively Multi-Domain Language Modeling Dataset EMNLP 2022 Mapping Language Models to Grounded Conceptual Spaces ICLR 2022 Materialized Knowledge Bases from Commonsense Transformers ACL 2022 Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022 Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models NeurIPS 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 Meta-Learning Fast Weight Language Models EMNLP 2022 MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022 MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022 Mukayese: Turkish NLP Strikes Back ACL 2022 NEWTS: A Corpus for News Topic-Focused Summarization ACL 2022 NLP@UIT at FigLang-EMNLP 2022: A Divide-and-Conquer System For Shared Task On Understanding Figurative Language EMNLP 2022 NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022 Non-Parallel Text Style Transfer with Self-Parallel Supervision ICLR 2022 On Masked Language Models for Contextual Link Prediction ACL 2022 On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022