Large Language Models

LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023 Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023 Large Language Models are Better Reasoners with Self-Verification EMNLP 2023 Large Language Models are Built-in Autoregressive Search Engines ACL 2023 Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023 Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023 Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Large Language Models of Code Fail at Completing Code with Potential Bugs NeurIPS 2023 Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023 Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows NeurIPS 2023 LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023 LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023 Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce EMNLP 2023 LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023 LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers EMNLP 2023 LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023 LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023 LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NeurIPS 2023 LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023 Locally Differentially Private Document Generation Using Zero Shot Prompting EMNLP 2023 LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation ICML 2023 Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023 Mathematical Capabilities of ChatGPT NeurIPS 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023