Causal Inference

Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024 Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024 Bias Detection via Signaling NeurIPS 2024 Bi-Causal: Group Activity Recognition via Bidirectional Causality CVPR 2024 Bicycle: Intervention-Based Causal Discovery with Cycles CLeaR 2024 Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NeurIPS 2024 Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SemEval 2024 Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024 Bootstrap aggregation and confidence measures to improve time series causal discovery CLeaR 2024 Bounding causal effects with leaky instruments UAI 2024 Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation ICLR 2024 Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning AAAI 2024 CaDeT: a Causal Disentanglement Approach for Robust Trajectory Prediction in Autonomous Driving CVPR 2024 Calibrated and Conformal Propensity Scores for Causal Effect Estimation UAI 2024 Can Abstract Meaning Representation Facilitate Fair Legal Judgement Predictions? NAACL 2024 CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024 Can Language Models Learn Embeddings of Propositional Logic Assertions? COLING 2024 Can Large Language Models Infer Causation from Correlation? ICLR 2024 Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024 Can Large Language Models (or Humans) Disentangle Text? NAACL 2024 Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024 Can Vision-Language Models Be a Good Guesser? Exploring VLMs for Times and Location Reasoning WACV 2024 CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms EMNLP 2024