Reasoning

Leveraging VLM-Based Pipelines to Annotate 3D Objects ICML 2024 Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024 LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NeurIPS 2024 LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024 LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing SemEval 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ICML 2024 Making Better Use of Unlabelled Data in Bayesian Active Learning AISTATS 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024 Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024 MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NeurIPS 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024