Reasoning

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023 Multi Time Scale World Models NeurIPS 2023 MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting ACL 2023 MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023 MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023 Natural Language Annotations for Reasoning about Program Semantics EMNLP 2023 Necessary and Sufficient Conditions for Inverse Reinforcement Learning of Bayesian Stopping Time Problems JMLR 2023 NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023 Neural Algorithmic Reasoning Without Intermediate Supervision NeurIPS 2023 Neural Compositional Rule Learning for Knowledge Graph Reasoning ICLR 2023 Neural Discovery of Permutation Subgroups AISTATS 2023 Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023 Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation EMNLP 2023 NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023 Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023 Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023 NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs AAAI 2023 Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling ICML 2023 On General Language Understanding EMNLP 2023 On the Forward Invariance of Neural ODEs ICML 2023 On the Impact of Reconstruction and Context for Argument Prediction in Natural Debate EMNLP 2023 Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023 OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking ACL 2023 OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL 2023 Optimal robustness-consistency tradeoffs for learning-augmented metrical task systems AISTATS 2023