Diego Marcheggiani

According to our database1, Diego Marcheggiani authored at least 27 papers between 2010 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
BookQA: Stories of Challenges and Opportunities.
CoRR, 2019

You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Book QA: Stories of Challenges and Opportunities.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
The Impacts of Low-Quality Training Data on Information Extraction from Clinical Reports.
ERCIM News, 2018

Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Deep Graph Convolutional Encoders for Structured Data to Text Generation.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

2017
On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports.
ACM J. Data Inf. Qual., 2017

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Graph Convolutional Encoders for Syntax-aware Neural Machine Translation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

2016
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations.
Trans. Assoc. Comput. Linguistics, 2016

2015
On the impact of entity linking in microblog real-time filtering.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Word Embeddings Go to Italy: A Comparison of Models and Training Datasets.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
Beyond linear chain: a journey through conditional random fields for information extraction from text.
PhD thesis, 2014

Beyond linear chain: a journey through conditional random fields for information extraction from text.
SIGIR Forum, 2014

An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining.
Proceedings of the Advances in Information Retrieval, 2014

2013
An enhanced CRFs-based system for information extraction from radiology reports.
J. Biomed. Informatics, 2013

2012
ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Metadata Enrichment Services for the Europeana Digital Library.
Proceedings of the Theory and Practice of Digital Libraries, 2012

2011
ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking.
Proceedings of The Twentieth Text REtrieval Conference, 2011

2010
Extracting Information from Free-text Mammography Reports.
ERCIM News, 2010

ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Sentence-Based Active Learning Strategies for Information Extraction.
Proceedings of the IIR 2010, 2010


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