Large Language Models

Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models COLING 2024 Linking In-context Learning in Transformers to Human Episodic Memory NeurIPS 2024 LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models NAACL 2024 LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024 LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024 Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack NeurIPS 2024 LISA: Reasoning Segmentation via Large Language Model CVPR 2024 Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024 LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024 LLaGA: Large Language and Graph Assistant ICML 2024 LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research COLING 2024 LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024 LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports NAACL 2024 LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024 Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024 LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages EMNLP 2024 Llamipa: An Incremental Discourse Parser EMNLP 2024 LLark: A Multimodal Instruction-Following Language Model for Music ICML 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 Llemma: An Open Language Model for Mathematics ICLR 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024