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portfolio
Portfolio item number 2
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publications
A Framework for Bridging the Gap Between Open Source Search Tools.
Published in OSIR@SIGIR, 2012
search tools
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Unsupervised ranking for plagiarism source retrieval: Notebook for PAN at CLEF 2013
Published in CLEF, 2013
plagiarism source retrieval
Figure metadata extraction from digital documents
Published in ICDAR, 2013
figure metadata extraction
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A figure search engine architecture for a chemistry digital library
Published in JCDL, 2013
fig-search
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Keyword and keyphrase extraction using centrality measures on collocation networks
Published in arxiv, 2014
keyword extraction, unsupervised methods
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Scholarly big data information extraction and integration in the CiteSeerĪ digital library
Published in ICDE, 2014
scholarly big data, architecture
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Towards building a scholarly big data platform: Challenges, lessons and opportunities
Published in JCDL, 2014
scholarly big data, architecture
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On the relationship between open access and altmetrics
Published in iConference, 2015
altmetrics, OA
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An architecture for information extraction from figures in digital libraries
Published in WWW, Companion Volume, 2015
info-extractio-arch
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Automatic extraction of figures from scholarly documents
Published in DocEng, 2015
figure-extraction, classification
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Pdfmef: A multi-entity knowledge extraction framework for scholarly documents and semantic search
Published in KCAP, 2015
pdfmef
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Automatic summary generation for scientific data charts
Published in AAAI, 2016
figure-mining, semantics
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Curve separation for line graphs in scholarly documents
Published in JCDL, 2016
figure-mining, semantics
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Scalable algorithms for scholarly figure mining and semantics
Published in SBD @ SIGMOD, 2016
figure-mining, semantics
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HESDK: A hybrid approach to extracting scientific domain knowledge entities
Published in JCDL, 2017
scientific keyword extraction, sequence labeling
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Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP
Published in ACL NLP-OSS, 2018
DNN library, baseline
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Baseline: Strong, Extensible, Reproducible, Deep Learning Baselines for NLP
Published in Neurips MLOSS, 2018
DNN library, baseline
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Text extraction and retrieval from smartphone screenshots: Building a repository for life in media
Published in ACM SAC, 2018
screenomics
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Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
Published in EMNLP Findings, 2020
CRF, BLSTM, decoding
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Multiple Word Embeddings for Increased Diversity of Representation
Published in arxiv, 2020
word-embeddings, diversity
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Intent Features for Rich Natural Language Understanding
Published in NAACL Industry track, 2021
dialog systems, intent
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Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models?
Published in COLING, 2022
edge probing, diagonastic classifiers, QA
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Machine Reading, Fast and Slow: When Do Models Understand Language?
Published in COLING, 2022
understanding, machine reading comprehension, explainability, counterfactuals
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Implications of Annotation Artifacts in Edge Probing Test Datasets
Published in CoNLL, 2023
annotation artifacts, edge probing
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Quantifying Gender Bias Towards Politicians in Cross-Lingual Language Models
Published in PLOS ONE, 2023
gender bias, BERT, Roberta
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Explaining Interactions Between Text Spans
Published in EMNLP, 2023
interaction explanations, datasets
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Web Science
Graduate Course, DIKU, UCPH, 2021
- Sentiment Classification
- Representation Learning
- Recommender Systems: basic and advanced
Advanced NLP
Graduate Course, DIKU, UCPH, 2021
- Multi-task Learning
- Explainability Methods in NLP
Natural Language Processing for Health Data
Graduate Course, Medical School, University of Michigan, 2023
- Neural networks, CNNs and classification.
- Recurrent neural nets and sequence labeling.
- Transformers and advanced models.