Language Modeling

A Survey of Deep Learning for Mathematical Reasoning ACL 2023 A Two-Sided Discussion of Preregistration of NLP Research EACL 2023 Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023 Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023 AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese ACL 2023 Backpack Language Models ACL 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla EACL 2023 BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023 BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023 Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 Bidirectional Attention as a Mixture of Continuous Word Experts UAI 2023 BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition ACL 2023 Block-State Transformers NeurIPS 2023 Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023 ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models ACL 2023 Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems EMNLP 2023 Can Contextual Biasing Remain Effective with Whisper and GPT-2? Interspeech 2023 Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 Characterizing Mechanisms for Factual Recall in Language Models EMNLP 2023 CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023 Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings ACL 2023