Language Modeling

Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 2022 ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022 Visualizing the Relationship Between Encoded Linguistic Information and Task Performance ACL 2022 WAX: A New Dataset for Word Association eXplanations AACL 2022 WebCrawl African : A Multilingual Parallel Corpora for African Languages EMNLP 2022 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022 What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022 When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022 When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022 Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022 Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction AACL 2022 Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022 WikiHan: A New Comparative Dataset for Chinese Languages COLING 2022 Word Order Does Matter and Shuffled Language Models Know It ACL 2022 Word Order Matters When You Increase Masking EMNLP 2022 WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022 Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022 YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection SemEval 2022 You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022 You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022 A Balanced and Broadly Targeted Computational Linguistics Curriculum NAACL 2021 Accelerating Text Communication via Abbreviated Sentence Input ACL 2021 A Cognitive Regularizer for Language Modeling ACL 2021 A Crash Course on Ethics for Natural Language Processing NAACL 2021