Language Modeling

Topicalization in Language Models: A Case Study on Japanese COLING 2022 Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022 Towards an open-domain chatbot for language practice NAACL 2022 Towards Coherent and Consistent Use of Entities in Narrative Generation ICML 2022 Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts COLING 2022 Towards More Natural Artificial Languages CoNLL 2022 Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022 Training language models to follow instructions with human feedback NeurIPS 2022 Training Language Models with Memory Augmentation EMNLP 2022 Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation ICLR 2022 Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling NeurIPS 2022 Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing COLING 2022 Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022 Transformer Quality in Linear Time ICML 2022 Transforming Sequence Tagging Into A Seq2Seq Task EMNLP 2022 Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022 Truncation Sampling as Language Model Desmoothing EMNLP 2022 Twitter Topic Classification COLING 2022 Two-Stream Network for Sign Language Recognition and Translation NeurIPS 2022 UKP-SQUARE: An Online Platform for Question Answering Research ACL 2022 Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022 Using ASR-Generated Text for Spoken Language Modeling ACL 2022 Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022