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02/09/2023
Rehabilitating Homeless: Dataset and Key Insights
This paper presents a large anonymized dataset of homelessness alongside...
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11/20/2022
Pragmatic Constraint on Distributional Semantics
This paper studies the limits of language models' statistical learning i...
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11/10/2022
BERT in Plutarch's Shadows
The extensive surviving corpus of the ancient scholar Plutarch of Chaero...
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11/09/2022
What is Wrong with Language Models that Can Not Tell a Story?
This paper argues that a deeper understanding of narrative and the succe...
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08/04/2022
Vocabulary Transfer for Medical Texts
Vocabulary transfer is a transfer learning subtask in which language mod...
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02/07/2022
Moving Other Way: Exploring Word Mover Distance Extensions
The word mover's distance (WMD) is a popular semantic similarity metric ...
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12/29/2021
Fine-Tuning Transformers: Vocabulary Transfer
Transformers are responsible for the vast majority of recent advances in...
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12/13/2021
Do Data-based Curricula Work?
Current state-of-the-art NLP systems use large neural networks that requ...
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09/29/2021
StoryDB: Broad Multi-language Narrative Dataset
This paper presents StoryDB - a broad multi-language dataset of narrativ...
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09/28/2021
Chekhov's Gun Recognition
Chekhov's gun is a dramatic principle stating that every element in a st...
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09/24/2021
Rethinking Crowd Sourcing for Semantic Similarity
Estimation of semantic similarity is crucial for a variety of natural la...
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07/26/2021
DYPLODOC: Dynamic Plots for Document Classification
Narrative generation and analysis are still on the fringe of modern natu...
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07/13/2020
Paranoid Transformer: Reading Narrative of Madness as Computational Approach to Creativity
This papers revisits the receptive theory in context of computational cr...
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07/13/2020
Drum Beats and Where To Find Them: Sampling Drum Patterns from a Latent Space
This paper presents a large dataset of drum patterns and compares two di...
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04/27/2020
Synonyms and Antonyms: Embedded Conflict
Since modern word embeddings are motivated by a distributional hypothesi...
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03/12/2020
It Means More if It Sounds Good: Yet Another Hypotheses Concerning the Evolution of Polysemous Words
This position paper looks into the formation of language and shows ties ...
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09/26/2019
Decomposing Textual Information For Style Transfer
This paper focuses on latent representations that could effectively deco...
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08/19/2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
This paper shows that standard assessment methodology for style transfer...
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08/19/2019
Style Transfer for Texts: to Err is Human, but Error Margins Matter
This paper shows that standard assessment methodology for style transfer...
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08/13/2018
What is wrong with style transfer for texts?
A number of recent machine learning papers work with an automated style ...
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07/17/2018