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Found 9 papers, 3 papers with code
Natural Language Response Generation from SQL with Generalization and Back-translation
Generation of natural language responses to the queries of structured language like SQL is very challenging as it requires generalization to new domains and the ability to answer ambiguous queries among other issues.
Entity Relative Position Representation based Multi-head Selection for Joint Entity and Relation Extraction
Joint entity and relation extraction has received increasing interests recently, due to the capability of utilizing the interactions between both steps.
Trajectory Prediction with Latent Belief Energy-Based Model
Sampling from or optimizing the learned LB-EBM yields a belief vector which is used to make a path plan, which then in turn helps to predict a long-range trajectory.
Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction
Then, we propose to predict a subset of potential relations and filter out irrelevant ones to generate questions effectively.
Ranked #1 on
Relation Extraction
on ACE 2005
(Sentence Encoder metric)
Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach
Mobile energy storage systems (MESSs) provide mobility and flexibility to enhance distribution system resilience.
Energy-Based Continuous Inverse Optimal Control
The problem of continuous inverse optimal control (over finite time horizon) is to learn the unknown cost function over the sequence of continuous control variables from expert demonstrations.
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction
Specifically, the model encodes multiple agents' past trajectories and the scene context into a Multi-Agent Tensor, then applies convolutional fusion to capture multiagent interactions while retaining the spatial structure of agents and the scene context.
HAPPIER: Hierarchical Polyphonic Music Generative RNN
Generating polyphonic music with coherent global structure is a major challenge for automatic composition algorithms.
