Learning typed entailment graphs with global soft constraints
This paper presents a new method for learning typed entailment graphs from text. We extract
predicate-argument structures from multiple-source news corpora, and compute local …
predicate-argument structures from multiple-source news corpora, and compute local …
Explaining text matching on neural natural language inference
Natural language inference (NLI) is the task of detecting the existence of entailment or
contradiction in a given sentence pair. Although NLI techniques could help numerous …
contradiction in a given sentence pair. Although NLI techniques could help numerous …
Blindness to modality helps entailment graph mining
Understanding linguistic modality is widely seen as important for downstream tasks such as
Question Answering and Knowledge Graph Population. Entailment Graph learning might …
Question Answering and Knowledge Graph Population. Entailment Graph learning might …
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training
Abstract Pre-trained Language Models (PLMs) have shown effectiveness in various Natural
Language Processing (NLP) tasks. Denoising autoencoder is one of the most successful pre …
Language Processing (NLP) tasks. Denoising autoencoder is one of the most successful pre …
Temporality and modality in entailment graph induction
B de Vroe, SG Cornelis - 2023 - era.ed.ac.uk
The ability to draw inferences is core to semantics and the field of Natural Language
Processing. Answering a seemingly simple question like 'Did Arsenal play Manchester …
Processing. Answering a seemingly simple question like 'Did Arsenal play Manchester …
[图书][B] Exploiting Unlabelled Data for Relation Extraction
T Tran - 2021 - search.proquest.com
Abstract Information extraction transforms unstructured text to structured by annotating
semantic information on raw data. A crucial step in information extraction is relation …
semantic information on raw data. A crucial step in information extraction is relation …
[PDF][PDF] Generating and Applying Textual Entailment Graphs for Relation Extraction and Email Categorization
K Eichler - core.ac.uk
Recognizing that the meaning of one text expression is semantically related to the meaning
of another can be of help in many natural language processing applications. One semantic …
of another can be of help in many natural language processing applications. One semantic …
Generating and applying textual entailment graphs for relation extraction and email categorization
K Eichler - 2018 - publikationen.sulb.uni-saarland.de
Recognizing that the meaning of one text expression is semantically related to the meaning
of another can be of help in many natural language processing applications. One semantic …
of another can be of help in many natural language processing applications. One semantic …