Knowledge & Reasoning

TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks ICML 2024 Two-Stage Shadow Inclusion Estimation: An IV Approach for Causal Inference under Latent Confounding and Collider Bias ICML 2024 Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NeurIPS 2024 Understanding Finetuning for Factual Knowledge Extraction ICML 2024 Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation ICML 2024 Unified Covariate Adjustment for Causal Inference NeurIPS 2024 Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding ACL 2024 Uniform Meaning Representation Parsing as a Pipelined Approach ACL 2024 Unit Selection with Nonbinary Treatment and Effect AAAI 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 Unveiling Currency Market Dynamics: Leveraging Federal Reserve Communications for Strategic Investment Insights COLING 2024 Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024 Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024 Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa IJCAI 2024 Using Dynamically Layered Definite Releases for Verifying the RefFS File System OSDI 2024 Using Symmetries to Lift Satisfiability Checking AAAI 2024 Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution EMNLP 2024 Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 VeriSMo: A Verified Security Module for Confidential VMs OSDI 2024 Viewpoint-Aware Visual Grounding in 3D Scenes CVPR 2024 Vision-and-Language Navigation via Causal Learning CVPR 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024 VOLARE - Visual Ontological LAnguage REpresentation COLING 2024 Weisfeiler-Leman at the margin: When more expressivity matters ICML 2024