Large Language Models

Large Language Models for Time Series: A Survey IJCAI 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Large Language Models Must Be Taught to Know What They Don’t Know NeurIPS 2024 Larimar: Large Language Models with Episodic Memory Control ICML 2024 Latent Learningscape Guided In-context Learning ACL 2024 Latent Logic Tree Extraction for Event Sequence Explanation from LLMs ICML 2024 LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction AAAI 2024 LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024 LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Learnable Privacy Neurons Localization in Language Models ACL 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Learning 1D Causal Visual Representation with De-focus Attention Networks NeurIPS 2024 Learning and Forgetting Unsafe Examples in Large Language Models ICML 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments ICML 2024 Learning Compositional Behaviors from Demonstration and Language CoRL 2024 Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs ICML 2024 Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024 Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024 Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL 2024 Learning Personalized Alignment for Evaluating Open-ended Text Generation EMNLP 2024