Foundation Models

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024 GuardEmb: Dynamic Watermark for Safeguarding Large Language Model Embedding Service Against Model Stealing Attack EMNLP 2024 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024 Guided Profile Generation Improves Personalization with Large Language Models EMNLP 2024 Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds IJCAI 2024 Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing COLING 2024 Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024 Having Beer after Prayer? Measuring Cultural Bias in Large Language Models ACL 2024 HBUT at #SMM4H 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model ACL 2024 HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024 Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL 2024 HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs EMNLP 2024 Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions ICML 2024 HelpSteer 2: Open-source dataset for training top-performing reward models NeurIPS 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models EMNLP 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024 Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models NeurIPS 2024 Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024 Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing NeurIPS 2024 HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024 History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024 Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention EMNLP 2024 Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024 HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024