Language Modeling

LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023 Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023 Learning Multi-Step Reasoning by Solving Arithmetic Tasks ACL 2023 Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023 Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023 Learn Your Tokens: Word-Pooled Tokenization for Language Modeling EMNLP 2023 Leveraging Cross-Utterance Context For ASR Decoding Interspeech 2023 Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023 LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023 Lexical Speaker Error Correction: Leveraging Language Models for Speaker Diarization Error Correction Interspeech 2023 Likelihood-Based Diffusion Language Models NeurIPS 2023 Limits for learning with language models ACL 2023 Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023 LM vs LM: Detecting Factual Errors via Cross Examination EMNLP 2023 Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023 Long-Range Language Modeling with Selective Cache EMNLP 2023 Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023 Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023 Manipulating the Perceived Personality Traits of Language Models EMNLP 2023 Mathematical Capabilities of ChatGPT NeurIPS 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 Measuring bias in Instruction-Following models with P-AT EMNLP 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023