Large Language Models

Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials NeurIPS 2024 Make Your LLM Fully Utilize the Context NeurIPS 2024 Making LLaMA SEE and Draw with SEED Tokenizer ICLR 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 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 Many-Shot In-Context Learning NeurIPS 2024 Many-shot Jailbreaking NeurIPS 2024 MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ACL 2024 Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024 Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024 MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs ACL 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NeurIPS 2024 MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024 Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models EMNLP 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024 MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs ACL 2024 MathPile: A Billion-Token-Scale Pretraining Corpus for Math NeurIPS 2024 MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations EMNLP 2024 MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024