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12/19/2022
Multi hash embeddings in spaCy
The distributed representation of symbols is one of the key technologies...
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01/17/2022
Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations
A limited amount of studies investigates the role of model-agnostic adve...
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06/08/2021
Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface
A natural language database interface (NLDB) can democratize data-driven...
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02/22/2021
Subword Pooling Makes a Difference
Contextual word-representations became a standard in modern natural lang...
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01/27/2021
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling
Written language contains stylistic cues that can be exploited to automa...
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11/09/2019
Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning
Recent work has highlighted the advantage of jointly learning grounded s...
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03/16/2019
Improving Lemmatization of Non-Standard Languages with Joint Learning
Lemmatization of standard languages is concerned with (i) abstracting ov...
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09/20/2018
Lessons learned in multilingual grounded language learning
Recent work has shown how to learn better visual-semantic embeddings by ...
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07/10/2018
Revisiting the Hierarchical Multiscale LSTM
Hierarchical Multiscale LSTM (Chung et al., 2016a) is a state-of-the-art...
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06/29/2018
TextWorld: A Learning Environment for Text-based Games
We introduce TextWorld, a sandbox learning environment for the training ...
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05/21/2018
NeuralREG: An end-to-end approach to referring expression generation
Traditionally, Referring Expression Generation (REG) models first decide...
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03/23/2018
On the difficulty of a distributional semantics of spoken language
The bulk of research in the area of speech processing concerns itself wi...
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10/19/2017
FigureQA: An Annotated Figure Dataset for Visual Reasoning
We introduce FigureQA, a visual reasoning corpus of over one million que...
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05/11/2017
Imagination improves Multimodal Translation
We decompose multimodal translation into two sub-tasks: learning to tran...
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02/29/2016
