chain of thought

Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024 Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024 Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning NeurIPS 2024 II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024 Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers SemEval 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering IJCAI 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach NeurIPS 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation NeurIPS 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation CVPR 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning ICLR 2024 Math Problem Solving: Enhancing Large Language Models with Semantically Rich Symbolic Variables COLING 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024