Large Language Models

Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning ICML 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent ICML 2024 Magicoder: Empowering Code Generation with OSS-Instruct ICML 2024 MagMax: Leveraging Model Merging for Seamless Continual Learning ECCV 2024 MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NeurIPS 2024 Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection SemEval 2024 Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners ACL 2024 Make Your LLM Fully Utilize the Context NeurIPS 2024 Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024 Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024 MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024 mALBERT: Is a Compact Multilingual BERT Model Still Worth It? COLING 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 Manipulate-Anything: Automating Real-World Robots using Vision-Language Models CoRL 2024 Many-Shot In-Context Learning NeurIPS 2024 MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024 Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024 MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NeurIPS 2024 MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection SemEval 2024 MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SemEval 2024 Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024