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05/24/2023
I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors
Visual metaphors are powerful rhetorical devices used to persuade or com...
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10/24/2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction
Neural language models encode rich knowledge about entities and their re...
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01/12/2022
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets
A central question in natural language understanding (NLU) research is w...
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12/15/2021
Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases
Recursive noun phrases (NPs) have interesting semantic properties. For e...
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10/12/2021
ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns' Semantic Properties and their Prototypicality
Large scale language models encode rich commonsense knowledge acquired t...
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05/03/2021
Scalar Adjective Identification and Multilingual Ranking
The intensity relationship that holds between scalar adjectives (e.g., n...
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04/29/2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses
Pre-trained language models (LMs) encode rich information about linguist...
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04/10/2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance
Pre-trained neural language models give high performance on natural lang...
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12/22/2020
Simple-QE: Better Automatic Quality Estimation for Text Simplification
Text simplification systems generate versions of texts that are easier t...
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10/06/2020
BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations
Adjectives like pretty, beautiful and gorgeous describe positive propert...
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07/24/2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning
We present the MULTISEM systems submitted to SemEval 2020 Task 3: Graded...
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09/02/2019
SumQE: a BERT-based Summary Quality Estimation Model
We propose SumQE, a novel Quality Estimation model for summarization bas...
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06/13/2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors
Network Embedding (NE) methods, which map network nodes to low-dimension...
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05/20/2019
Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes
Usage similarity estimation addresses the semantic proximity of word ins...
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04/04/2019
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification
Sentence simplification is the task of rewriting texts so they are easie...
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10/26/2018