Large Language Models

In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024 Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024 Instruction Tuning-free Visual Token Complement for Multimodal LLMs ECCV 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 InstructSpeech: Following Speech Editing Instructions via Large Language Models ICML 2024 InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models ICML 2024 Integrated Hardware Architecture and Device Placement Search ICML 2024 Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024 Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions IJCAI 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024 InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context EMNLP 2024 Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024 Interpreting and Improving Large Language Models in Arithmetic Calculation ICML 2024 Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis EMNLP 2024