causal reasoning

179 papers

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Also known as

CR

Co-occurring keywords

causal inference (1619) large language model (12755) counterfactual reasoning (224) benchmark evaluation (1539) question answering (2904) natural language inference (1278) commonsense reasoning (502) temporal reasoning (302) language model (4573) video understanding (1647)

Papers

Narrative Why-Question Answering: A Review of Challenges and Datasets EMNLP 2022

CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022

ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022

Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022

Relational Causal Models with Cycles: Representation and Reasoning CLEAR 2022

Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022

Attention over Learned Object Embeddings Enables Complex Visual Reasoning NIPS 2021

An Attention Based Multi-view Model for Sarcasm Cause Detection (Student Abstract) AAAI 2021

Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation AAAI 2021

Thinking Fast and Slow in AI AAAI 2021

Improving Causal Inference by Increasing Model Expressiveness AAAI 2021

Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models ACL 2021

Sketch and Customize: A Counterfactual Story Generator AAAI 2021

Automated Storytelling via Causal, Commonsense Plot Ordering AAAI 2021

Effect Generation Based on Causal Reasoning EMNLP 2021

From Robot Learning To Robot Understanding: Leveraging Causal Graphical Models For Robotics CORL 2021

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions CVPR 2021

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning IJCNLP 2021

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021

Problems with Shapley-value-based explanations as feature importance measures ICML 2020

Permutation-Based Causal Structure Learning with Unknown Intervention Targets UAI 2020

What-if I ask you to explain: Explaining the effects of perturbations in procedural text EMNLP 2020

Enhancing Question Answering by Injecting Ontological Knowledge through Regularization EMNLP 2020

Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020