Large Language Models

GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration NeurIPS 2024 GreekBART: The First Pretrained Greek Sequence-to-Sequence Model COLING 2024 GRIT: A Dataset of Group Reference Recognition in Italian COLING 2024 Groningen team D at SemEval-2024 Task 8: Exploring data generation and a combined model for fine-tuning LLMs for Multidomain Machine-Generated Text Detection SemEval 2024 Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study NAACL 2024 Grounding LLMs to In-prompt Instructions: Reducing Hallucinations Caused by Static Pre-training Knowledge COLING 2024 Grounding Multimodal Large Language Models in Actions NeurIPS 2024 Grounding Multimodal Large Language Models to the World ICLR 2024 GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? ACL 2024 GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024 GSVA: Generalized Segmentation via Multimodal Large Language Models CVPR 2024 GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations NeurIPS 2024 GuardBench: A Large-Scale Benchmark for Guardrail Models EMNLP 2024 GuardEmb: Dynamic Watermark for Safeguarding Large Language Model Embedding Service Against Model Stealing Attack EMNLP 2024 Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations NAACL 2024 Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024 HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models COLING 2024 Halwasa: Quantify and Analyze Hallucinations in Large Language Models: Arabic as a Case Study COLING 2024 HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language models EACL 2024 HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal ICML 2024 Harnessing Large Language Models as Post-hoc Correctors ACL 2024 Harnessing Large Language Models for Training-free Video Anomaly Detection CVPR 2024 Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing NAACL 2024 Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models COLING 2024 HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024