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Reasoning

71 papers

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Papers

GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022
Extracting and Inferring Personal Attributes from Dialogue ACL 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022
Natural Language Deduction with Incomplete Information EMNLP 2022
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021
How much coffee was consumed during EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI EMNLP 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021
Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020
Query Answering with Guarded Existential Rules under Stable Model Semantics AAAI 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020
Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
Counterfactual Story Reasoning and Generation EMNLP 2019
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017
Answering Complex Questions Using Open Information Extraction ACL 2017
Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012