Logo
User: Guest  Login
Authors:
Pritzkau, Albert; Waldmüller, Julia; Blanc, Olivier; Geierhos, Michaela; Schade, Ulrich 
Document type:
Konferenzbeitrag / Conference Paper 
Title:
Current language models' poor performance on pragmatic aspects of natural language 
Collection editors:
Ghosh, Kripabandhu; Mandl, Thomas; Majumder, Prasenjit; Mitra, Mandar 
Title of conference publication:
Working Notes of FIRE 2023 - Forum for Information Retrieval Evaluation (FIRE-WN 2023) 
Series title:
CEUR-WS.org 
Series volume:
3681 
Conference title:
Forum for Information Retrieval Evaluation (15., 2023, Goa) 
Conference title:
FIRE 2023 
Venue:
Goa, Indien 
Year of conference:
2023 
Date of conference beginning:
15.12.2023 
Date of conference ending:
18.12.2023 
Year:
2024 
Pages from - to:
159-169 
Language:
Englisch 
Keywords:
Pragmatics ; Information Extraction ; Text Classification ; RoBERTa 
Abstract:
With the following system description, we present our approach for claim detection in tweets. We address both Subtask A, a binary sequence classification task, and Subtask B, a token classification task. For the first of the two subtasks, each input chunk - in this case, each tweet - was given a class label. For the second subtask, a label was assigned to each individual token in an input sequence. In order to match each utterance with the appropriate class label, we used pre-trained RoBERTa (A...    »
 
Department:
Fakultät für Informatik 
Institute:
INF 7 - Institut für Datensicherheit 
Chair:
Geierhos, Michaela 
Research Hub UniBw M:
CODE 
Open Access yes or no?:
Ja / Yes 
Type of OA license:
CC BY 4.0