1 |
Interactive query expansion for professional search applications ...
|
|
|
|
BASE
|
|
Show details
|
|
2 |
ur-iw-hnt at GermEval 2021: An Ensembling Strategy with Multiple BERT Models ...
|
|
|
|
BASE
|
|
Show details
|
|
3 |
University of Regensburg @ SwissText 2021 SEPP-NLG: Adding Sentence Structure to Unpunctuated Text
|
|
|
|
Abstract:
This paper describes our approach (UR- mSBD) to address the shared task on Sentence End and Punctuation Prediction in NLG Text (SEPP-NLG) organised as part of SwissText 2021. We participated in Subtask 1 (fully un- punctuated sentences – full stop detection) and submitted a run for every featured language (English, German, French, Italian). Our sub- missions are based on pre-trained BERT mod- els that have been fine-tuned to the task at hand. We had recently demonstrated, that such an ap- proach achieves state-of-the-art performance when identifying end-of-sentence markers on automatically transcribed texts. The difference to that work is that here we use language- specific BERT models for each featured lan- guage. By framing the problem as a binary tagging task using the outlined architecture we are able to achieve competitive results on the official test set across all languages, with Re- call, Precision, F1 ranging between 0.91 and 0.96 which makes us joint winners for Recall in two of the languages. The official baselines are beaten by large margins.
|
|
Keyword:
020 Bibliotheks- und Informationswissenschaft; ddc:020
|
|
URL: https://epub.uni-regensburg.de/49352/1/sepp_paper5.pdf https://epub.uni-regensburg.de/49352/ http://ceur-ws.org/Vol-2957/
|
|
BASE
|
|
Hide details
|
|
6 |
Crowdsourcing and Aggregating Nested Markable Annotations ...
|
|
|
|
BASE
|
|
Show details
|
|
8 |
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation
|
|
|
|
BASE
|
|
Show details
|
|
10 |
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Exploring Language Style in Chatbots to Increase Perceived Product Value and User Engagement
|
|
|
|
BASE
|
|
Show details
|
|
13 |
A Probabilistic Annotation Model for Crowdsourcing Coreference
|
|
|
|
BASE
|
|
Show details
|
|
18 |
MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations
|
|
|
|
In: Sigdial ; https://hal-amu.archives-ouvertes.fr/hal-01194230 ; Sigdial, 2015, Unknown, Unknown Region (2015)
|
|
BASE
|
|
Show details
|
|
19 |
Creating language resources for under-resourced languages:methodologies, and experiments with Arabic
|
|
|
|
BASE
|
|
Show details
|
|
20 |
Creating language resources for under-resourced languages: methodologies, and experiments with Arabic
|
|
|
|
BASE
|
|
Show details
|
|
|
|