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Reasoning

2,964 papers

Papers per year

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131
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Papers

Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022
Numerical Correlation in Text EMNLP 2022
Minimizing Control for Credit Assignment with Strong Feedback ICML 2022
A General Recipe for Likelihood-free Bayesian Optimization ICML 2022
The CLRS Algorithmic Reasoning Benchmark ICML 2022
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022
On Preferences and Priority Rules in Abstract Argumentation IJCAI 2022
Inverse Problems for Gradual Semantics IJCAI 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision IJCNLP 2022
Discourse Parsing Enhanced by Discourse Dependence Perception IJCNLP 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? IJCNLP 2022
Grounding Meaning Representation for Situated Reasoning IJCNLP 2022
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022
Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022