Large Language Models

MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 Memorizing Documents with Guidance in Large Language Models IJCAI 2024 Memory-Efficient LLM Training with Online Subspace Descent NeurIPS 2024 MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NeurIPS 2024 Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging EMNLP 2024 Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024 Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NeurIPS 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 2024 Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NeurIPS 2024 Meta-Control: Automatic Model-based Control Synthesis for Heterogeneous Robot Skills CoRL 2024 MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024 Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding ACL 2024 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NeurIPS 2024 Microstructures and Accuracy of Graph Recall by Large Language Models NeurIPS 2024 Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments EMNLP 2024 MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024 MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NeurIPS 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention NeurIPS 2024 MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NeurIPS 2024 Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024 MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024 Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NeurIPS 2024 Mission: Impossible Language Models ACL 2024