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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
about me
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Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Portfolio item number 1
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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
Download here
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
Download here
A figure search engine architecture for a chemistry digital library
Published in JCDL, 2013
fig-search
Download here
Keyword and keyphrase extraction using centrality measures on collocation networks
Published in arxiv, 2014
keyword extraction, unsupervised methods
Download here
Scholarly big data information extraction and integration in the CiteSeerχ digital library
Published in ICDE, 2014
scholarly big data, architecture
Download here
Towards building a scholarly big data platform: Challenges, lessons and opportunities
Published in JCDL, 2014
scholarly big data, architecture
Download here
On the relationship between open access and altmetrics
Published in iConference, 2015
altmetrics, OA
Download here
An architecture for information extraction from figures in digital libraries
Published in WWW, Companion Volume, 2015
info-extractio-arch
Download here
Automatic extraction of figures from scholarly documents
Published in DocEng, 2015
figure-extraction, classification
Download here
Pdfmef: A multi-entity knowledge extraction framework for scholarly documents and semantic search
Published in KCAP, 2015
pdfmef
Download here
Automatic summary generation for scientific data charts
Published in AAAI, 2016
figure-mining, semantics
Download here
Curve separation for line graphs in scholarly documents
Published in JCDL, 2016
figure-mining, semantics
Download here
Scalable algorithms for scholarly figure mining and semantics
Published in SBD @ SIGMOD, 2016
figure-mining, semantics
Download here
HESDK: A hybrid approach to extracting scientific domain knowledge entities
Published in JCDL, 2017
scientific keyword extraction, sequence labeling
Download here
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP
Published in ACL NLP-OSS, 2018
DNN library, baseline
Download here
Baseline: Strong, Extensible, Reproducible, Deep Learning Baselines for NLP
Published in Neurips MLOSS, 2018
DNN library, baseline
Download here
Text extraction and retrieval from smartphone screenshots: Building a repository for life in media
Published in ACM SAC, 2018
screenomics
Download here
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
Published in EMNLP Findings, 2020
CRF, BLSTM, decoding
Download here
Multiple Word Embeddings for Increased Diversity of Representation
Published in arxiv, 2020
word-embeddings, diversity
Download here
Intent Features for Rich Natural Language Understanding
Published in NAACL Industry track, 2021
dialog systems, intent
Download here
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models?
Published in COLING, 2022
edge probing, diagonastic classifiers, QA
Download here
Machine Reading, Fast and Slow: When Do Models Understand Language?
Published in COLING, 2022
understanding, machine reading comprehension, explainability, counterfactuals
Download here
Implications of Annotation Artifacts in Edge Probing Test Datasets
Published in CoNLL, 2023
annotation artifacts, edge probing
Download here
Quantifying Gender Bias Towards Politicians in Cross-Lingual Language Models
Published in PLOS ONE, 2023
gender bias, BERT, Roberta
Download here
Explaining Interactions Between Text Spans
Published in EMNLP, 2023
interaction explanations, datasets
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
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.