Language Modeling

Cross-lingual Similarity of Multilingual Representations Revisited AACL 2022 CSL: A Large-scale Chinese Scientific Literature Dataset COLING 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022 Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022 Data Contamination: From Memorization to Exploitation ACL 2022 Decoupled Context Processing for Context Augmented Language Modeling NeurIPS 2022 DeepGen: Diverse Search Ad Generation and Real-Time Customization EMNLP 2022 DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022 Dependency-based Mixture Language Models ACL 2022 Describing Differences between Text Distributions with Natural Language ICML 2022 Design principles of an open-source language modeling microservice package for AAC text-entry applications ACL 2022 Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 Differentially Private Language Models for Secure Data Sharing EMNLP 2022 Director: Generator-Classifiers For Supervised Language Modeling AACL 2022 Distributionally Robust Recurrent Decoders with Random Network Distillation ACL 2022 Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022 Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022 Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change ACL 2022 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022