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Reasoning

2595 directly classified papers

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Papers

Shielding in Resource-Constrained Goal POMDPs AAAI 2023
Heuristic Search in Dual Space for Constrained Fixed-Horizon POMDPs with Durative Actions AAAI 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ACL 2023
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023
Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023
Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023
COGEN: Abductive Commonsense Language Generation ACL 2023
Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ACL 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023
Conjunct Resolution in the Face of Verbal Omissions ACL 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023
DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023
Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023
Multi-modal Action Chain Abductive Reasoning ACL 2023
Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023
From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements EMNLP 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
Knowledge-Augmented Language Model Verification EMNLP 2023