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ORCIDSergio Burdisso
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2020 – today
- 2024
[c14]Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello
, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek:
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. ClinicalNLP@NAACL 2024: 82-90- [c13]Dairazalia Sanchez-Cortes, Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlícek:
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions. CLEF (1) 2024: 127-138 - [c12]Zahra Ahmadi, Zijian Zhang, Hoang H. Nguyen, Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek, Erinç Dikici, Gerhard Backfried, Marek Kovác, Kvetoslav Malý, Daniel Kudenko:
Entity Matching Across Small Networks Using Node Attributes. ECAI 2024: 4602-4609 - [c11]Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek:
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction. EMNLP 2024: 5421-5440 - [c10]Iuliia Thorbecke, Juan Pablo Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju:
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper. EMNLP (Findings) 2024: 16747-16762 - [c9]Shashi Kumar, Srikanth R. Madikeri, Juan Pablo Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju:
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR. EMNLP 2024: 20988-20995 - [c8]Sergio Burdisso, Dairazalia Sanchez-Cortes, Esaú Villatoro-Tello, Petr Motlícek:
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together. NAACL-HLT 2024: 6900-6918 - [i12]Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek:
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. CoRR abs/2404.14463 (2024) - [i11]Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju:
TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR. CoRR abs/2407.04444 (2024) - [i10]Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju:
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper. CoRR abs/2409.13499 (2024) - [i9]Dairazalia Sanchez-Cortes, Sergio Burdisso, Esaú Villatoro-Tello, Petr Motlícek:
Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions. CoRR abs/2410.17655 (2024) - [i8]Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek:
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction. CoRR abs/2410.18481 (2024) - [i7]Shashi Kumar, Iuliia Thorbecke, Sergio Burdisso, Esaú Villatoro-Tello, Manjunath K. E, Kadri Hacioglu, Pradeep Rangappa, Petr Motlícek, Aravind Ganapathiraju, Andreas Stolcke:
Performance evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward. CoRR abs/2411.03866 (2024) - 2023
- [c7]Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek:
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. INTERSPEECH 2023: 3617-3621 - [i6]Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek:
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. CoRR abs/2307.00920 (2023) - 2022
- [c6]Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek:
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CASE@EMNLP 2022: 61-69 - [c5]Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz:
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CASE@EMNLP 2022: 70-78 - [c4]Juan Martín Loyola, Horacio Thompson, Sergio Burdisso, Marcelo Errecalde:
UNSL at eRisk 2022: Decision policies with history for early classification. CLEF (Working Notes) 2022: 947-960 - [i5]Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz:
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CoRR abs/2209.03891 (2022) - [i4]Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek:
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CoRR abs/2209.03895 (2022) - 2021
- [j3]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
Using Text Classification to Estimate the Depression Level of Reddit Users. J. Comput. Sci. Technol. 21(1): 1 (2021) - [c3]Juan Martín Loyola, Sergio Burdisso, Horacio Thompson, Leticia C. Cagnina, Marcelo Errecalde:
UNSL at eRisk 2021: A Comparison of Three Early Alert Policies for Early Risk Detection. CLEF (Working Notes) 2021: 992-1021 - 2020
- [j2]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
τ-SS3: A text classifier with dynamic n-grams for early risk detection over text streams. Pattern Recognit. Lett. 138: 130-137 (2020)
2010 – 2019
- 2019
- [j1]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
A text classification framework for simple and effective early depression detection over social media streams. Expert Syst. Appl. 133: 182-197 (2019) - [c2]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
UNSL at eRisk 2019: a Unified Approach for Anorexia, Self-harm and Depression Detection in Social Media. CLEF (Working Notes) 2019 - [i3]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams. CoRR abs/1905.08772 (2019) - [i2]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams. CoRR abs/1911.06147 (2019) - [i1]Sergio Gastón Burdisso, Marcelo Errecalde, Manuel Montes-y-Gómez:
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI. CoRR abs/1912.09322 (2019) - 2018
- [c1]Dario G. Funez, Maria José Garciarena Ucelay, Maria Paula Villegas, Sergio Burdisso, Leticia C. Cagnina, Manuel Montes-y-Gómez, Marcelo Errecalde:
UNSL's participation at eRisk 2018 Lab. CLEF (Working Notes) 2018
Coauthor Index
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