Knowledge & Reasoning

Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems AACL 2022 SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance EMNLP 2022 Selection, Ignorability and Challenges With Causal Fairness CLeaR 2022 Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable JMLR 2022 Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022 Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022 Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022 SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SemEval 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 Simulating Sets in Answer Set Programming IJCAI 2022 SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022 Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang ACL 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 Solving Quantitative Reasoning Problems with Language Models NeurIPS 2022 Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract) AAAI 2022 Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge NeurIPS 2022 StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022 Stochastic Goal Recognition Design Problems with Suboptimal Agents AAAI 2022 Structure Learning for Directed Trees JMLR 2022