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Reasoning

2,964 papers

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Papers

Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022
Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents ACL 2022
Neural Machine Translation for Fact-checking Temporal Claims ACL 2022
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation AISTATS 2022
Duel-based Deep Learning system for solving IQ tests AISTATS 2022
COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities COLING 2022
Neuro-Symbolic Visual Dialog COLING 2022
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension COLING 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022
SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022
IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022
Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022
ArT: All-round Thinker for Unsupervised Commonsense Question Answering COLING 2022
Teaching Neural Module Networks to Do Arithmetic COLING 2022
An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022
Coalescing Global and Local Information for Procedural Text Understanding COLING 2022
Case-Based Abductive Natural Language Inference COLING 2022
Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022
To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022