chain-of-thought reasoning

LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 Learning to Maximize Mutual Information for Chain-of-Thought Distillation ACL 2024 “Let’s Argue Both Sides”: Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities EMNLP 2024 Leveraging LLMs for Dialogue Quality Measurement NAACL 2024 LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation CVPR 2024 LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI SemEval 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought EMNLP 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024 MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024 Many-Shot In-Context Learning NeurIPS 2024 Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs ICML 2024 Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models NAACL 2024 MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024 Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering COLING 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024 Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Multimodal Machine Translation for Low-Resource Indic Languages: A Chain-of-Thought Approach Using Large Language Models EMNLP 2024 MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NeurIPS 2024