Reasoning

Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents ICML 2024 Tree of Problems: Improving structured problem solving with compositionality EMNLP 2024 Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 Trust the PRoC3S: Solving Long-Horizon Robotics Problems with LLMs and Constraint Satisfaction CoRL 2024 Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024 TuringQ: Benchmarking AI Comprehension in Theory of Computation EMNLP 2024 Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data AAAI 2024 Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024 Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024 Understanding and Patching Compositional Reasoning in LLMs ACL 2024 Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation ICML 2024 Understanding Transformer Reasoning Capabilities via Graph Algorithms NeurIPS 2024 United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning From Videos WACV 2024 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NeurIPS 2024 Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024 Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024 Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024 Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024 Using Left and Right Brains Together: Towards Vision and Language Planning ICML 2024 VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024 Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry EMNLP 2024 VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024