Large Language Models

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models ECCV 2024 An Information-Theoretic Analysis of In-Context Learning ICML 2024 An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024 An LLM can Fool Itself: A Prompt-Based Adversarial Attack ICLR 2024 An LLM Compiler for Parallel Function Calling ICML 2024 Annotation alignment: Comparing LLM and human annotations of conversational safety EMNLP 2024 A Notion of Complexity for Theory of Mind via Discrete World Models EMNLP 2024 A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024 Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints ICML 2024 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs ICML 2024 A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024 API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024 Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024 APRICOT: Active Preference Learning and Constraint-Aware Task Planning with LLMs CoRL 2024 APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference ICML 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024 ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL ICML 2024 Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure SemEval 2024 Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024 Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024 Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024