Large Language Models

Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023 GLM-130B: An Open Bilingual Pre-trained Model ICLR 2023 Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers ACL 2023 GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP 2023 GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves EMNLP 2023 GQG: Generalized Quantifier Generalization - A Dataset for Evaluating Quantifier Semantics Understanding in Language Models EMNLP 2023 Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023 Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023 How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023 How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023 HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023 HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023 HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 2023 Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks CVPR 2023 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023 Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023 impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023 Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023 Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data NeurIPS 2023 Improving generalization in large langue model by learning prefix subspaces EMNLP 2023 Improving Mathematics Tutoring With A Code Scratchpad ACL 2023 Improving Pacing in Long-Form Story Planning EMNLP 2023 Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023 INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023