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Causal Inference

3310 directly classified papers

Papers per year

Papers

Generating and Evaluating Plausible Explanations for Knowledge Graph Completion ACL 2024
Pungene at DialAM-2024: Identification of Propositional and Illocutionary Relations ACL 2024
CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024
Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024
Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data EMNLP 2024
MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures EMNLP 2024
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering EMNLP 2024
Probing Language Models on Their Knowledge Source EMNLP 2024
Causal ATE Mitigates Unintended Bias in Controlled Text Generation EMNLP 2024
Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination EMNLP 2024
Large Language Model Recall Uncertainty is Modulated by the Fan Effect EMNLP 2024
Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text EMNLP 2024
Enhancing Fact Verification with Causal Knowledge Graphs and Transformer-Based Retrieval for Deductive Reasoning EMNLP 2024
Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis EMNLP 2024
Soft Measures for Extracting Causal Collective Intelligence EMNLP 2024
Hypothesis Generation with Large Language Models EMNLP 2024
Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms EMNLP 2024
Causal Micro-Narratives EMNLP 2024
Seeing Through VisualBERT: A Causal Adventure on Memetic Landscapes EMNLP 2024
Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer EMNLP 2024
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024
LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024