conftrace_

counterfactual reasoning

230 papers

Explore in graph

Co-occurring keywords

causal inference (1630) large language model (13587) structural causal model (184) causal reasoning (183) multimodal learning (4645) spurious correlation (279) natural language inference (1287) reinforcement learning (4352) commonsense reasoning (506) counterfactual inference (47)

Papers

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024
CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024
Natural Counterfactuals With Necessary Backtracking NIPS 2024
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation COLING 2024
LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024
Transport-based Counterfactual Models JMLR 2024
Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024
Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes AAAI 2024
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024
CausalCite: A Causal Formulation of Paper Citations ACL 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024
Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect COLING 2024
How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024
Genuine-Focused Learning using Mask AutoEncoder for Generalized Fake Audio Detection INTERSPEECH 2024
Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024
A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024
Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ACL 2024
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024
Reasoning about Causality in Games (Abstract Reprint) AAAI 2024
Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering WACV 2024
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models CVPR 2024