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Causal Inference

3310 directly classified papers

Papers per year

Papers

Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024

Identifiability of Direct Effects from Summary Causal Graphs AAAI 2024

Moral Uncertainty and the Problem of Fanaticism AAAI 2024

Seeing Is Believing! towards Knowledge-Infused Multi-modal Medical Dialogue Generation COLING 2024

Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers NIPS 2024

Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution EMNLP 2024

Learning Safe Action Models with Partial Observability AAAI 2024

Responsibility in Extensive Form Games AAAI 2024

Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution AAAI 2024

Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024

More than Just Statistical Recurrence: Human and Machine Unsupervised Learning of Māori Word Segmentation across Morphological Processes NAACL 2024

Warped Diffusion for Latent Differentiation Inference AISTATS 2024

SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ACL 2024

Identifying Causal Effects Under Functional Dependencies NIPS 2024

Identification and Estimation of “Causes of Effects” using Covariate-Mediator Information AISTATS 2024

Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification NAACL 2024

Estimating the Emotion of Disgust in Greek Parliament Records NAACL 2024

Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024

How Well Do Tweets Represent Sub-Dialects of Egyptian Arabic? NAACL 2024

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024

VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach NAACL 2024

CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024

What Causes the Failure of Explicit to Implicit Discourse Relation Recognition? NAACL 2024

Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024

Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024