Causal Inference

Investigating radicalisation indicators in online extremist communities NAACL 2024 Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization NeurIPS 2024 Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024 Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching ICLR 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 Jacobian Regularizer-based Neural Granger Causality ICML 2024 JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing AAAI 2024 KCLab at Chemotimelines 2024: End-to-end system for chemotherapy timeline extraction – Subtask2 NAACL 2024 KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024 Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024 KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation ICML 2024 Language Models as Inductive Reasoners EACL 2024 Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024 Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NeurIPS 2024 Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities COLING 2024 Learning a Distributed Hierarchical Locomotion Controller for Embodied Cooperation CoRL 2024 Learning and scoring Gaussian latent variable causal models with unknown additive interventions JMLR 2024 Learning bounded-degree polytrees with known skeleton ALT 2024 Learning Causal Abstractions of Linear Structural Causal Models UAI 2024 Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition ICML 2024 Learning Causal Dynamics Models in Object-Oriented Environments ICML 2024