conftrace_

counterfactual reasoning

230 papers

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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

Reward Identification in Inverse Reinforcement Learning ICML 2021
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners ICML 2021
A Causal Lens for Controllable Text Generation NIPS 2021
The Counterfactual NESS Definition of Causation AAAI 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NIPS 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training ACL 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
Explaining by Removing: A Unified Framework for Model Explanation JMLR 2021
Learning Generalized Gumbel-max Causal Mechanisms NIPS 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
Sketch and Customize: A Counterfactual Story Generator AAAI 2021
Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021
Expected Eligibility Traces AAAI 2021
Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021
One Explanation is Not Enough: Structured Attention Graphs for Image Classification NIPS 2021
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention EMNLP 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020
Less is More: Attention Supervision with Counterfactuals for Text Classification EMNLP 2020
Counterfactual Vision and Language Learning CVPR 2020