Large Language Models

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models EMNLP 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective EMNLP 2024 How Does Quantization Affect Multilingual LLMs? EMNLP 2024 How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024 How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024 How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 How to use Language Models for Synthetic Text Generation in Cerebrovascular Disease-specific Medical Reports EACL 2024 How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024 HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024 Hypothesis Testing the Circuit Hypothesis in LLMs NeurIPS 2024 I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NeurIPS 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 Image Fusion via Vision-Language Model ICML 2024 Impact of Decoding Methods on Human Alignment of Conversational LLMs ACL 2024 Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions CVPR 2024 Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024