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09/24/2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction
State-of-the-art NLP models can adopt shallow heuristics that limit thei...
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04/15/2021
Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation
In this paper, we explore how QuestEval, which is a Text-vs-Text metric,...
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02/04/2021
Controlling Hallucinations at Word Level in Data-to-Text Generation
Data-to-Text Generation (DTG) is a subfield of Natural Language Generati...
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10/21/2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation
In language generation models conditioned by structured data, the classi...
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09/22/2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!
Despite efforts to distinguish three different evaluation setups (Bekoul...
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12/20/2019