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05/23/2023
Linear Cross-Lingual Mapping of Sentence Embeddings
Semantics of a sentence is defined with much less ambiguity than semanti...
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08/17/2022
Neural Embeddings for Text
We propose a new kind of embedding for natural language text that deeply...
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05/24/2022
BabyBear: Cheap inference triage for expensive language models
Transformer language models provide superior accuracy over previous mode...
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05/21/2022
Named Entity Linking on Namesakes
We propose a simple and practical method of named entity linking (NEL), ...
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12/22/2021
Consistency and Coherence from Points of Contextual Similarity
Factual consistency is one of important summary evaluation dimensions, e...
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11/22/2021
Namesakes: Ambiguously Named Entities from Wikipedia and News
We present Namesakes, a dataset of ambiguously named entities obtained f...
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09/16/2021
Does Summary Evaluation Survive Translation to Other Languages?
The creation of a large summarization quality dataset is a considerable,...
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05/13/2021
Towards Human-Free Automatic Quality Evaluation of German Summarization
Evaluating large summarization corpora using humans has proven to be exp...
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04/12/2021
Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings
We propose a new reference-free summary quality evaluation measure, with...
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03/19/2021
Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation
The goal of a summary is to concisely state the most important informati...
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12/29/2020
Is human scoring the best criteria for summary evaluation?
Normally, summary quality measures are compared with quality scores prod...
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12/14/2020
Primer AI's Systems for Acronym Identification and Disambiguation
The prevalence of ambiguous acronyms make scientific documents harder to...
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10/13/2020
Sensitivity of BLANC to human-scored qualities of text summaries
We explore the sensitivity of a document summary quality estimator, BLAN...
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04/29/2020
Zero-shot topic generation
We present an approach to generating topics using a model trained only f...
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02/23/2020
Fill in the BLANC: Human-free quality estimation of document summaries
We present BLANC, a new approach to the automatic estimation of document...
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04/17/2019
Headline Generation: Learning from Decomposable Document Titles
We propose a novel method for generating titles for unstructured text do...
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04/17/2019