Poster Pitches
in
Workshop: Cognitive Computation: Integrating Neural and Symbolic Approaches
Abstract
1) "Analogy-based Reasoning With Memory Networks for Future Prediction" (Daniel Andrade, Bing Bai, Ramkumar Rajendran, Yotaro Watanabe) 2) "Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation" (Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville) 3) "Crossmodal language grounding, learning, and teaching" (Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu) 4) "Diagnostic classifiers: revealing how neural networks process hierarchical structure" (Sara Veldhoen, Dieuwke Hupkes, Willem Zuidema) 5) "Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs" (Sarmimala Saikia, Lovekesh Vig, Ashwin Srinivasan, Gautam Shroff, Puneet Agarwal, Rawat Richa) "6) Top-Down and Bottom-Up Interactions between Low-Level Reactive Control and Symbolic Rule Learning in Embodied Agents" (Clement Moulin-Frier, Xerxes Arsiwalla, Jordi-Ysard Puigbo, Marti Sanchez-Fibla, Armin Duff, Paul Verschure) 7) "Accuracy and Interpretability Trade-offs in Machine Learning Applied to Safer Gambling" (Sanjoy Sankar, Tillman Weyde, Artur D'Avila Garcez, Gregory Slabaugh, Simo Dragicevic, Chris Percy) 8) "A Simple but Tough-to-Beat Baseline for Sentence Embeddings" (Sanjeev Arora, Yingyu Liang, Tengyu Ma) 9) "MS MARCO: A Human-Generated MAchine Reading COmprehension Dataset" (Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng)