2 |
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
|
|
|
|
BASE
|
|
Show details
|
|
3 |
A Probabilistic Annotation Model for Crowdsourcing Coreference
|
|
|
|
BASE
|
|
Show details
|
|
4 |
Investigating the role of argumentation in the rhetorical analysis of scientific publications with neural multi-task learning models
|
|
|
|
Abstract:
Exponential growth in the number of scientific publications yields the need for effective automatic analysis of rhetorical aspects of scientific writing. Acknowledging the argumentative nature of scientific text, in this work we investigate the link between the argumentative structure of scientific publications and rhetorical aspects such as discourse categories or citation contexts. To this end, we (1) augment a corpus of scientific publications annotated with four layers of rhetoric annotations with argumentation annotations and (2) investigate neural multi-task learning architectures combining argument extraction with a set of rhetorical classification tasks. By coupling rhetorical classifiers with the extraction of argumentative components in a joint multi-task learning setting, we obtain significant performance gains for different rhetorical analysis tasks.
|
|
Keyword:
004 Informatik
|
|
URL: https://madoc.bib.uni-mannheim.de/46086/ https://madoc.bib.uni-mannheim.de/46086/1/emnlp-18-multi%20%2831%29.pdf https://madoc.bib.uni-mannheim.de/46086
|
|
BASE
|
|
Hide details
|
|
5 |
Adversarial propagation and zero-shot cross-lingual transfer of word vector specialization
|
|
|
|
BASE
|
|
Show details
|
|
7 |
And That's A Fact: Distinguishing Factual and Emotional Argumentation in Online Dialogue ...
|
|
|
|
BASE
|
|
Show details
|
|
8 |
Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog ...
|
|
|
|
BASE
|
|
Show details
|
|
10 |
Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue ...
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Domain-specific coreference resolution with lexicalized features
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Conundrums in noun phrase coreference resolution: making sense of the state-of-the-art
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Toward completeness in concept extraction and classification
|
|
|
|
BASE
|
|
Show details
|
|
18 |
Corpus-based semantic lexicon induction with web-based corroboration
|
|
|
|
BASE
|
|
Show details
|
|
19 |
Unified model of phrasal and sentential evidence for information extraction
|
|
|
|
BASE
|
|
Show details
|
|
20 |
Semantic class learning from the web with hyponym pattern linkage graphs
|
|
|
|
BASE
|
|
Show details
|
|
|
|