Bruno Martins

Orcid: 0000-0002-3856-2936

Affiliations:
  • University of Lisbon, Instituto Superior Técnico, Department of Computer Science and Engineering, Portugal


According to our database1, Bruno Martins authored at least 167 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi-output spatial disaggregation.
Trans. GIS, April, 2024

SentPT: A customized solution for multi-genre sentiment analysis of Portuguese-language texts.
Expert Syst. Appl., 2024

Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval.
CoRR, 2024

Large Language Models for Captioning and Retrieving Remote Sensing Images.
CoRR, 2024

Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges.
Nat. Lang. Eng., July, 2023

Contrastive training of a multimodal encoder for medical visual question answering.
Intell. Syst. Appl., May, 2023

Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues.
CoRR, 2023

Prompting, Retrieval, Training: An exploration of different approaches for task-oriented dialogue generation.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

KALE: Using a K-Sparse Projector for Lexical Expansion.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

A Detailed Analysis on the Use of General-purpose Vision Transformers for Remote Sensing Image Segmentation.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers.
Proceedings of the Advances in Information Retrieval, 2023

Retrieval-augmented Image Captioning.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Exploring Label Correlations for Quantification of ICD Codes.
Proceedings of the Discovery Science - 26th International Conference, 2023

Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Report of the 6th ACM SIGSPATIAL International Workshop on Geospatial Humanities (GeoHumanities 2022).
ACM SIGSPATIAL Special, November, 2022

Report of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2022).
ACM SIGSPATIAL Special, November, 2022

Explainable artificial intelligence in the spatial domain (X-GeoAI).
Trans. GIS, 2022

Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning.
Trans. GIS, 2022

Multi-label classification of legislative contents with hierarchical label attention networks.
Int. J. Digit. Libr., 2022

Transformer-based models for ICD-10 coding of death certificates with Portuguese text.
J. Biomed. Informatics, 2022

A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution.
ISPRS Int. J. Geo Inf., 2022

State of the Art in Artificial Intelligence applied to the Legal Domain.
CoRR, 2022

Using Neural Encoder-Decoder Models With Continuous Outputs for Remote Sensing Image Captioning.
IEEE Access, 2022

Predicting Argument Density from Multiple Annotations.
Proceedings of the Natural Language Processing and Information Systems, 2022

Annotating Arguments in a Corpus of Opinion Articles.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Remote sensing visual question answering with a self-attention multi-modal encoder.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022

A co-training approach for spatial data disaggregation.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Question Rewriting? Assessing Its Importance for Conversational Question Answering.
Proceedings of the Advances in Information Retrieval, 2022

Team Bruce Banner at Touché 2022: Argument Retrieval for Controversial Questions.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.
ACM SIGSPATIAL Special, November, 2021

Geospatial Data Disaggregation through Self-Trained Encoder-Decoder Convolutional Models.
ISPRS Int. J. Geo Inf., 2021

Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms.
ISPRS Int. J. Geo Inf., 2021

Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks.
CoRR, 2021

Retrieval Augmentation for Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Remote Sensing Image Captioning with Continuous Output Neural Models.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval.
Proceedings of the Advances in Information Retrieval, 2021

2020
Assessing flood severity from crowdsourced social media photos with deep neural networks.
Multim. Tools Appl., 2020

Semantic segmentation and colorization of grayscale aerial imagery with W-Net models.
Expert Syst. J. Knowl. Eng., 2020

Developing Geographically Oriented NLP Approaches to Sixteenth-Century Historical Documents: Digging into Early Colonial Mexico.
Digit. Humanit. Q., 2020

Situational Irony in Farcical News Headlines.
Proceedings of the Computational Processing of the Portuguese Language, 2020

Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Text Meets Space: Geographic Content Extraction, Resolution and Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2020

2019
GeoHumanities 2019 workshop report.
ACM SIGSPATIAL Special, 2019

GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019

Visual analytics for spatiotemporal events.
Multim. Tools Appl., 2019

Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News.
ACM J. Data Inf. Qual., 2019

Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information.
ISPRS Int. J. Geo Inf., 2019

The geospatial humanities: past, present and future.
Int. J. Geogr. Inf. Sci., 2019

IDEAIS: Smart Voice Assistants to Improve Interaction with SDIs.
CoRR, 2019

Segmenting User Sessions in Search Engine Query Logs Leveraging Word Embeddings.
Proceedings of the Digital Libraries for Open Knowledge, 2019

A Hierarchical Label Network for Multi-label EuroVoc Classification of Legislative Contents.
Proceedings of the Digital Libraries for Open Knowledge, 2019

A Multi-modal Deep Learning Method for Classifying Chest Radiology Exams.
Proceedings of the Progress in Artificial Intelligence, 2019

Soil Classification Based on Physical and Chemical Properties Using Random Forests.
Proceedings of the Progress in Artificial Intelligence, 2019

Semantic Segmentation of High-Resolution Aerial Imagery with W-Net Models.
Proceedings of the Progress in Artificial Intelligence, 2019

Using Recurrent Neural Networks for Toponym Resolution in Text.
Proceedings of the Progress in Artificial Intelligence, 2019

Automatic Extraction of Relevant Keyphrases for the Study of Issue Competition.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018
GeoHumanities 2018 workshop report.
ACM SIGSPATIAL Special, 2018

Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text.
J. Biomed. Informatics, 2018

A hybrid approach for the spatial disaggregation of socio-economic indicators.
Int. J. Data Sci. Anal., 2018

Toponym matching through deep neural networks.
Int. J. Geogr. Inf. Sci., 2018

Ensemble Named Entity Recognition (NER): Evaluating NER Tools in the Identification of Place Names in Historical Corpora.
Frontiers Digit. Humanit., 2018

Learning to combine multiple string similarity metrics for effective toponym matching.
Int. J. Digit. Earth, 2018

Visualising Hidden Spatiotemporal Patterns at Multiple Levels of Detail.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Combining String Matching and Cost Minimization Algorithms for Automatically Geocoding Tabular Itineraries.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Data.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

Digital Humanities & Colonial Latin American Studies Roundtable.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

Neural Methods for Cross-Lingual Sentence Compression.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

2017
Automated Geocoding of Textual Documents: A Survey of Current Approaches.
Trans. GIS, 2017

Geohumanities 2017 workshop report.
ACM SIGSPATIAL Special, 2017

An Automated Approach for Geocoding Tabular Itineraries.
Proceedings of the 11th Workshop on Geographic Information Retrieval, 2017

A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates.
Proceedings of the Progress in Artificial Intelligence, 2017

Situational Awareness from Social Media Photographs Using Automated Image Captioning.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016
INESC-ID@ASSIN: Medição de Similaridade Semântica e Reconhecimento de Inferência Textual.
Linguamática, 2016

A distantly supervised method for extracting spatio-temporal information from text.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Why Not Both? - Combining 2D Maps and 3D Space-time Cubes for Human Trajectory Data Visualization.
Proceedings of the HCI 2016, 2016

2015
Report on the Fifth International Workshop on Location and the Web (LocWeb 2015).
SIGIR Forum, 2015

Report on the Fourth Workshop on Locatio and the Web (LocWeb 2014).
SIGIR Forum, 2015

Cartographic visualization of human trajectory data: overview and analysis.
J. Locat. Based Serv., 2015

Learning to rank academic experts in the DBLP dataset.
Expert Syst. J. Knowl. Eng., 2015

Using Rank Aggregation for Expert Search in Academic Digital Libraries.
CoRR, 2015

ULisboa: Recognition and Normalization of Medical Concepts.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Predicting well-being with geo-referenced data collected from social media platforms.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Improving Spatial Awareness for Human Trajectory Visualization in Space-Time Cubes.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

Geocoding textual documents through the usage of hierarchical classifiers.
Proceedings of the 9th Workshop on Geographic Information Retrieval, 2015

Spatial role labeling with convolutional neural networks.
Proceedings of the 9th Workshop on Geographic Information Retrieval, 2015

Expanding the utility of geospatial knowledge bases by linking concepts to WikiText and to polygonal boundaries.
Proceedings of the 9th Workshop on Geographic Information Retrieval, 2015

The Triplex Approach for Recognizing Semantic Relations from Noun Phrases, Appositions, and Adjectives.
Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

Geocoding Textual Documents Through a Hierarchy of Linear Classifiers.
Proceedings of the Progress in Artificial Intelligence, 2015

Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Parliamentary Profiles for Recommendation Tasks.
Proceedings of the Advances in Artificial Intelligence, 2015

Combining and assessing 2D maps and space-time cubes for trajectory data.
Proceedings of the 2015 British HCI Conference, Lincoln, United Kingdom, July 13-17, 2015, 2015

A Benchmark for Relation Extraction Kernels.
Proceedings of the Advances in Databases and Information Systems, 2015

2014
Realização de Previsões com Conteúdos Textuais em Português.
Linguamática, 2014

Using one-class classifiers and multiple kernel learning for defining imprecise geographic regions.
Int. J. Geogr. Inf. Sci., 2014

ULisboa: Identification and Classification of Medical Concepts.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

TUGAS: Exploiting unlabelled data for Twitter sentiment analysis.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Visualizing the Evolution of Groups of Politicians Mentioned in the News.
Proceedings of the 18th International Conference on Information Visualisation, 2014

LocWeb'14 - 4th International Workshop on Location and the Web: CIKM 2014 Workshop Summary.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Visualizing Human Trajectories: Comparing Space-Time Cubes and Static Maps.
Proceedings of the BCS-HCI 2014 Proceedings of the 28th International BCS Human Computer Interaction Conference, 2014

2013
Extracção de Relações Semânticas de Textos em Português Explorando a DBpédia e a Wikipédia.
Linguamática, 2013

Document Analytics through Entity Resolution.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A Minwise Hashing Method for Addressing Relationship Extraction from Text.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

REACTION: A naive machine learning approach for sentiment classification.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Visual Analysis of Mobility Data.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Predicting the Future Impact of Academic Publications.
Proceedings of the Progress in Artificial Intelligence, 2013

ST-TrajVis: interacting with trajectory data.
Proceedings of the BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference, 2013

Visualization Techniques of Trajectory Data: Challenges and Limitations.
Proceedings of the 2nd AGILE PhD School 2013, Frauenwörth, Lake Chiemsee, Germany, September 30, 2013

2012
Geocodificação de Documentos Textuais com Classificadores Hierárquicos Baseados em Modelos de Linguagem.
Linguamática, 2012

Improving an Hybrid Literary Book Recommendation System through Author Ranking
CoRR, 2012

The dmir_tagus team at TAC-KBP 2012.
Proceedings of the Fifth Text Analysis Conference, 2012

Resolving user identities over social networks through supervised learning and rich similarity features.
Proceedings of the ACM Symposium on Applied Computing, 2012

Improving a hybrid literary book recommendation system through author ranking.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Predicting future locations with hidden Markov models.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

A comparison of first- and second-order HMMs in the task of predicting the next locations of mobile individuals.
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2012

Stylometric relevance-feedback towards a hybrid book recommendation algorithm.
Proceedings of the Fifth ACM Workshop on Research Advances in Large Digital Book Repositories and Complementary Media, 2012

2011
Delimiting Imprecise Regions with Georeferenced Photos and Land Coverage Data.
Proceedings of the Web and Wireless Geographical Information Systems, 2011

Supervised Learning for Linking Named Entities to Knowledge Base Entries.
Proceedings of the Fourth Text Analysis Conference, 2011

Geo-Temporal retrieval filtering versus answer resolution using Wikipedia.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

A metadata geoparsing system for place name recognition and resolution in metadata records.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Named entity translation using anchor texts.
Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Towards the Rapid Development of a Natural Language Understanding Module.
Proceedings of the Intelligent Virtual Agents - 11th International Conference, 2011

Tag recommendation for georeferenced photos.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

Learning to resolve geographical and temporal references in text.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Learning to associate relevant photos to georeferenced textual documents.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

A Supervised Machine Learning Approach for Duplicate Detection over Gazetteer Records.
Proceedings of the GeoSpatial Semantics - 4th International Conference, 2011

Learning to Rank for Expert Search in Digital Libraries of Academic Publications.
Proceedings of the Progress in Artificial Intelligence, 2011

2010
Experiments with Geo-Temporal Expressions Filtering and Query Expansion at Document and Phrase Context Resolution.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Learning to rank for geographic information retrieval.
Proceedings of the 6th Workshop on Geographic Information Retrieval, 2010

Using the geographic scopes of web documents for contextual advertising.
Proceedings of the 6th Workshop on Geographic Information Retrieval, 2010

A Machine Learning Approach for Resolving Place References in Text.
Proceedings of the Geospatial Thinking, 2010

2009
User Interface for a Geo-Temporal Search Service Using DIGMAP Components.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Classifying Documents According to Locational Relevance.
Proceedings of the Progress in Artificial Intelligence, 2009

Experiments with N-Gram Prefixes on a Multinomial Language Model versus Lucene's Off-the-shelf Ranking Scheme and Rocchio Query Expansion (TEL@CLEF Monolingual Task).
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008
Extracting and Exploring the Geo-Temporal Semantics of Textual Resources.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Digmap: a service for searching and browsing old maps.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

A geo-temporal Web gazetteer integrating data from multiple sources.
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

Complex Data Transformations in Digital Libraries with Spatio-Temporal Information.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

Consolidation of References to Persons in Bibliographic Databases.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

DIGMAP: A Digital Library Reusing Metadata of Old Maps and Enriching It with Geographic Information.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

Technical University of Lisbon CLEF 2008 Submission: TEL@CLEF Monolingual Task.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Experiments on a Multinomial Language Model versus Lucene's Off-the-Shelf Ranking Scheme and Rocchio Query Expansion (TEL@CLEF Monolingual Task).
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
Digital Libraries and Digitised Maps: An Early Overview of the DIGMAP Project.
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007

Geographically-aware information retrieval for collections of digitized historical maps.
Proceedings of the 4th ACM Workshop On Geographic Information Retrieval, 2007

DIGMAP - Discovering Our Past World with Digitised Maps.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

2006
Adding geographic scopes to web resources.
Comput. Environ. Urban Syst., 2006

Handling Locations in Search Engine Queries.
Proceedings of the 3rd ACM Workshop On Geographic Information Retrieval, 2006

The University of Lisbon at GeoCLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

The University of Lisbon at CLEF 2006 Ad-Hoc Task.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

2005
The WebCAT Framework - Automatic Generation of Meta-Data for Web Resources.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

A Geographic Knowledge Base for Semantic Web Applications.
Proceedings of the 20° Simpósio Brasileiro de Bancos de Dados, 2005

Language identification in web pages.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

A Graph-Ranking Algorithm for Geo-Referencing Documents.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Indexing and ranking in Geo-IR systems.
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005

Challenges and resources for evaluating geographical IR.
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005

Assigning Geographical Scopes To Web Pages.
Proceedings of the Advances in Information Retrieval, 2005

The XLDB Group at GeoCLEF 2005.
Proceedings of the Accessing Multilingual Information Repositories, 2005

2004
A Statistical Study of the WPT-03 Corpus.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

Spelling Correction for Search Engine Queries.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

Classifying biological articles using web resources.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

2003
Web Information Retrieval with Result Set Clustering.
Proceedings of the Progress in Artificial Intelligence, 2003

Internet Search Engines and Opacs: Getting the Best of Two Worlds.
Proceedings of the From information to knowledge: 7th ICCC/IFIP International Conference on Electronic Publishing held at the Universidade do Minho, 2003


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