Reasoning

Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NeurIPS 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024 MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024 Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory NeurIPS 2024 Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ICML 2024 MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024 Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization SemEval 2024 Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024 Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision EMNLP 2024 MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024 Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024 Nash CoT: Multi-Path Inference with Preference Equilibrium EMNLP 2024 NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NeurIPS 2024 Neural Amortized Inference for Nested Multi-Agent Reasoning AAAI 2024 Neural Concept Binder NeurIPS 2024 Neural Model Checking NeurIPS 2024 Neural Reasoning about Agents’ Goals, Preferences, and Actions AAAI 2024 Neuro-Symbolic Data Generation for Math Reasoning NeurIPS 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024