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08/02/2023
Do Multilingual Language Models Think Better in English?
Translate-test is a popular technique to improve the performance of mult...
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02/07/2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories
Language Models are the core for almost any Natural Language Processing ...
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05/03/2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning
Recent work has shown that NLP tasks such as Relation Extraction (RE) ca...
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03/25/2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations
The current workflow for Information Extraction (IE) analysts involves t...
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09/15/2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering
Integrating outside knowledge for reasoning in visio-linguistic tasks su...
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09/08/2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction
Relation extraction systems require large amounts of labeled examples wh...
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02/01/2021
Inferring spatial relations from textual descriptions of images
Generating an image from its textual description requires both a certain...
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04/04/2020
Evaluating Multimodal Representations on Visual Semantic Textual Similarity
The combination of visual and textual representations has produced excel...
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09/11/2018
Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset
In this paper we introduce vSTS, a new dataset for measuring textual sim...
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05/11/2018
The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD
UKB is an open source collection of programs for performing, among other...
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07/13/2015