Language Modeling

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023 Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis ACL 2023 Distilling Reasoning Capabilities into Smaller Language Models ACL 2023 Distinguishing Romanized Hindi from Romanized Urdu ACL 2023 DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ACL 2023 DMLM: Descriptive Masked Language Modeling ACL 2023 Document-Level Language Models for Machine Translation EMNLP 2023 Do Language Models Learn about Legal Entity Types during Pretraining? EMNLP 2023 Don’t Trust ChatGPT when your Question is not in English: A Study of Multilingual Abilities and Types of LLMs EMNLP 2023 Do PLMs Know and Understand Ontological Knowledge? ACL 2023 Do transformer models do phonology like a linguist? ACL 2023 Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023 DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023 EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023 Effective Neural Topic Modeling with Embedding Clustering Regularization ICML 2023 Effects of sub-word segmentation on performance of transformer language models EMNLP 2023 Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023 Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023 Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures ACL 2023 Empowering Conversational Agents using Semantic In-Context Learning ACL 2023 EM Pre-training for Multi-party Dialogue Response Generation ACL 2023 Enhancing Out-of-Vocabulary Estimation with Subword Attention ACL 2023 Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023 Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models ACL 2023 Estimating Numbers without Regression EACL 2023