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Found 13 papers, 5 papers with code
Continuous Quality Control and Advanced Text Segment Annotation with WAT-SL 2.0
Today{'}s widely used annotation tools were designed for annotating typically short textual mentions of entities or relations, making their interface cumbersome to use for long(er) stretches of text, e. g, sentences running over several lines in a document.
The Influence of Down-Sampling Strategies on SVD Word Embedding Stability
The stability of word embedding algorithms, i. e., the consistency of the word representations they reveal when trained repeatedly on the same data set, has recently raised concerns.
JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena
We here introduce a substantially extended version of JeSemE, an interactive website for visually exploring computationally derived time-variant information on word meanings and lexical emotions assembled from five large diachronic text corpora.
A Method for Human-Interpretable Paraphrasticality Prediction
However, even as research in the field of plagiarism detection is constantly improving, heavily modified or paraphrased text is still challenging for current methodologies.
JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion
We here introduce a substantially extended version of JeSemE, an interactive website for visually exploring computationally derived time-variant information on word meanings and lexical emotions assembled from five large diachronic text corpora.
Modeling Word Emotion in Historical Language: Quantity Beats Supposed Stability in Seed Word Selection
To understand historical texts, we must be aware that language -- including the emotional connotation attached to words -- changes over time.
Bad Company---Neighborhoods in Neural Embedding Spaces Considered Harmful
We assess the reliability and accuracy of (neural) word embeddings for both modern and historical English and German.
Feelings from the Past---Adapting Affective Lexicons for Historical Emotion Analysis
We here describe a novel methodology for measuring affective language in historical text by expanding an affective lexicon and jointly adapting it to prior language stages.
UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines
We introduce JCoRe 2. 0, the relaunch of a UIMA-based open software repository for full-scale natural language processing originating from the Jena University Language {\&} Information Engineering (JULIE) Lab.
Collaboratively Annotating Multilingual Parallel Corpora in the Biomedical Domain---some MANTRAs
The coverage of multilingual biomedical resources is high for the English language, yet sparse for non-English languages―an observation which holds for seemingly well-resourced, yet still dramatically low-resourced ones such as Spanish, French or German but even more so for really under-resourced ones such as Dutch.
Disclose Models, Hide the Data - How to Make Use of Confidential Corpora without Seeing Sensitive Raw Data
Confidential corpora from the medical, enterprise, security or intelligence domains often contain sensitive raw data which lead to severe restrictions as far as the public accessibility and distribution of such language resources are concerned.
