Language Modeling

Fine-tuned Language Models are Continual Learners EMNLP 2022 Fine-Tuning Pre-trained Transformers into Decaying Fast Weights EMNLP 2022 FNet: Mixing Tokens with Fourier Transforms NAACL 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 Gender Bias in Masked Language Models for Multiple Languages NAACL 2022 Generative Approach for Gender-Rewriting Task with ArabicT5 EMNLP 2022 Generic Overgeneralization in Pre-trained Language Models COLING 2022 GenIE: Generative Information Extraction NAACL 2022 GiCCS: A German in-Context Conversational Similarity Benchmark EMNLP 2022 GPT-NeoX-20B: An Open-Source Autoregressive Language Model ACL 2022 HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022 How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022 How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns NAACL 2022 How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022 Human Language Modeling ACL 2022 IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ACL 2022 Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Improving Controllable Text Generation with Position-Aware Weighted Decoding ACL 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Language Models by Retrieving from Trillions of Tokens ICML 2022 Improving negation detection with negation-focused pre-training NAACL 2022