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Reasoning

2,964 papers

Papers per year

7
14
131
832
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Papers

Scalable Variational Inference for Dynamical Systems NIPS 2017
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision ACL 2017
Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017
Verb Physics: Relative Physical Knowledge of Actions and Objects ACL 2017
Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics CONLL 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling CONLL 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning CVPR 2017
Detecting Visual Relationships With Deep Relational Networks CVPR 2017
Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-In-The-Blank Image Captioning CVPR 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017
Computational Argumentation Quality Assessment in Natural Language EACL 2017
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems EACL 2017
The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links EACL 2017
If No Media Were Allowed inside the Venue, Was Anybody Allowed? EACL 2017
Incremental Discontinuous Phrase Structure Parsing with the GAP Transition EACL 2017
The Semantic Proto-Role Linking Model EACL 2017
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space EMNLP 2017
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers EMNLP 2017
Deep Neural Solver for Math Word Problems EMNLP 2017
Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension EMNLP 2017
Learning what to read: Focused machine reading EMNLP 2017
A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics ICML 2017
Learning in POMDPs with Monte Carlo Tree Search ICML 2017