Large Language Models

MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023 Micron-BERT: BERT-Based Facial Micro-Expression Recognition CVPR 2023 Mind2Web: Towards a Generalist Agent for the Web NeurIPS 2023 MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023 Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023 Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023 Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023 NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task EMNLP 2023 NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023 Numeric Magnitude Comparison Effects in Large Language Models ACL 2023 OpenAssistant Conversations - Democratizing Large Language Model Alignment NeurIPS 2023 Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023 OpenScene: 3D Scene Understanding With Open Vocabularies CVPR 2023 Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023 Open-Vocabulary Semantic Segmentation With Mask-Adapted CLIP CVPR 2023 Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023 Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling EMNLP 2023 OvarNet: Towards Open-Vocabulary Object Attribute Recognition CVPR 2023 PaLM: Scaling Language Modeling with Pathways JMLR 2023 Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NeurIPS 2023 Petals: Collaborative Inference and Fine-tuning of Large Models ACL 2023 PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023