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Causal Inference

934 directly classified papers

Papers per year

Papers

iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models NIPS 2023
Evaluating Instrument Validity using the Principle of Independent Mechanisms JMLR 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NIPS 2023
Can ChatGPT Understand Causal Language in Science Claims? ACL 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023
Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023
CLadder: Assessing Causal Reasoning in Language Models NIPS 2023
Subset verification and search algorithms for causal DAGs AISTATS 2023
Structure Learning with Adaptive Random Neighborhood Informed MCMC NIPS 2023
On Learning Necessary and Sufficient Causal Graphs NIPS 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
Layout-Based Causal Inference for Object Navigation CVPR 2023
Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading EMNLP 2023
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NIPS 2023
Causal Inference from Text: Unveiling Interactions between Variables EMNLP 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023
Sharp Bounds for Generalized Causal Sensitivity Analysis NIPS 2023
Interactive Visual Reasoning under Uncertainty NIPS 2023
Causal Discovery in Semi-Stationary Time Series NIPS 2023
Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023