Abstract is missing.
- Go for a Walk and Arrive at the Answer: Reasoning Over Knowledge Bases with Reinforcement LearningRajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, Luke Vilnis, Ishan Durugkar, Akshay Krishnamurthy, Alex Smola, Andrew McCallum.
- Fast Linear Model for Knowledge Graph EmbeddingsArmand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, Tomas Mikolov.
- False Positive and Cross-relation Signals in Distant Supervision DataAnca Dumitrache, Lora Aroyo, Chris Welty.
- Commonsense LocatedNear Relation ExtractionFrank F. Xu, Bill Y. Lin, Kenny Q. Zhu.
- RelNet: End-to-end Modeling of Entities & RelationsTrapit Bansal, Arvind Neelakantan, Andrew McCallum.
- Multimodal Attribute ExtractionRobert L. Logan IV, Samuel Humeau, Sameer Singh 0001.
- Learning String Alignments for Entity AliasesAaron Traylor, Nicholas Monath, Rajarshi Das, Andrew McCallum.
- A Study of Automatically Acquiring Explanatory Inference Patterns from Corpora of Explanations: Lessons from Elementary Science ExamsPeter Jansen.
- Learning to Organize Knowledge with N-Gram MachinesFan Yang, William W. Cohen, Jiazhong Nie, Ni Lao.
- Enforcing Output Constraints via SGD: A Step Towards Neural Lagrangian RelaxationJay Yoon Lee, Michael Wick, Jean-Baptiste Tristan, Jaime G. Carbonell.
- Embedding Multimodal Relational DataPouya Pezeshkpour, Liyan Chen, Sameer Singh 0001.
- Contextual Pattern Embeddings for One-shot Relation ExtractionAbiola Obamuyide, Andreas Vlachos.
- Using Noisy Extractions to Discover Causal KnowledgeDhanya Sridhar, Jay Pujara, Lise Getoor.
- Entity-centric Attribute Feedback for Interactive Knowledge BasesAri Kobren, Nicholas Monath, Andrew McCallum.
- Finer Grained Entity Typing with TypeNetShikhar Murty, Patrick Verga, Luke Vilnis, Andrew McCallum.
- Multi-graph Affinity Embeddings for Multilingual Knowledge GraphsMuhao Chen, Tao Zhou, Pei Zhou, Carlo Zaniolo.
- Couch potato or gym addict? Semantic lifestyle profiling with wearables and knowledge graphsNatalia Díaz Rodríguez, Aki Härmä, Ignacio Huitzil, Fernando Bobillo, Umberto Straccia, Rim Helaoui.
- Learning Abduction under Partial ObservabilityZongyi Li, Brendan Juba, Evan Miller.
- Extending Knowledge Bases Using ImagesVincent P. A. Lonij, Ambrish Rawat, Maria-Irina Nicolae.
- Attending to All Mention Pairs for Full Abstract Biological Relation ExtractionPatrick Verga, Emma Strubell, Ofer Shai, Andrew McCallum.
- Revisiting Simple Neural Networks for Learning Representations of Knowledge GraphsSrinivas Ravishankar, Chandrahas Dewangan, Partha P. Talukdar.
- Improving Distantly Supervised Relation Extraction using Word and Entity Based AttentionSharmistha Jat, Siddhesh Khandelwal, Partha P. Talukdar.