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03/17/2022
RoMe: A Robust Metric for Evaluating Natural Language Generation
Evaluating Natural Language Generation (NLG) systems is a challenging ta...
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03/30/2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers
Generating knowledge grounded responses in both goal and non-goal orient...
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08/31/2020
PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs
Question Answering systems are generally modelled as a pipeline consisti...
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02/25/2020
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings
Entity linking - connecting entity mentions in a natural language uttera...
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01/28/2020
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning
Attention-based encoder-decoder neural network models have recently show...
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10/17/2019
Using a KG-Copy Network for Non-Goal Oriented Dialogues
Non-goal oriented, generative dialogue systems lack the ability to gener...
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09/10/2018
Improving Response Selection in Multi-turn Dialogue Systems
Building systems that can communicate with humans is a core problem in A...
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06/13/2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task
The 2017 Fake News Challenge Stage 1 (FNC-1) shared task addressed a sta...
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01/11/2018