[PDF] Top 20 Automatic Evaluation of Local Topic Quality
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Automatic Evaluation of Local Topic Quality
... evaluate topic model quality primarily deals with global evalu- ations ...the topic-word distri- butions that represent topics). Early topic models such as LDA were typically evaluated using ... See full document
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Automatic Evaluation of Linguistic Quality in Multi Document Summarization
... tomatic evaluation of linguistic quality in text ...linguistic quality models on con- secutive years of NIST evaluation data in order to show the generality of ...measuring local ... See full document
11
Comparing Automatic and Human Evaluation of Local Explanations for Text Classification
... the quality of explanations has been ...classification. Local ex- planations were generated by identifying impor- tant words in a document for a ...compared automatic evaluation approaches, ... See full document
10
Automatic Evaluation of Translation Quality for Distant Language Pairs
... human evaluation methods for different language pairs and different ...on local translation quality and have nothing to do with global word order, which we are discussing ... See full document
9
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality
... the quality of topics gener- ated by a topic model, the convention is to score topic coherence — either manually or automatically — using the top-N topic ...the topic, is often ... See full document
5
Comparing a Hand crafted to an Automatically Generated Feature Set for Deep Learning: Pairwise Translation Evaluation
... The automatic evaluation of machine translation (MT) has proven to be a very significant research ...Most automatic evaluation methods focus on the evalua- tion of the output of MT as they ... See full document
9
Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation
... In this section, we introduce the proposed method, called feedback cleaning. This method is carried out by selecting or removing translation rules to increase the BLEU score of the evaluation corpus (Figure 1). ... See full document
8
A Method of Accounting Bigrams in Topic Models
... for automatic evaluation of topic models quality that would go beyond perplexity and would be correlated with expert ...uate topic coherence automatically using word se- mantics with ... See full document
9
The Heterogeneity Principle in Evaluation Measures for Automatic Summarization
... of quality. However, for a certain topic, it could hap- pen that the worst summaries are also the shortest, and have high precision and low ...of quality when AUC is lower than ... See full document
8
An Automatic Approach for Document level Topic Model Evaluation
... intruder topic for the control was generated by ran- domly selecting 10 words from the corpus vocabu- ...pass quality control, each worker had to correctly select the intruder topic for the con- trol ... See full document
10
An overview of existing evaluation metrics for 3D mesh segmentation
... automatic segmentations representing five segmentations with a high quality and two inconsistent segmentations (Figure-6), and then we compute the dissimilarity error using different measures. The obtained ... See full document
12
How to measure image quality in tissue-based diagnosis (diagnostic surgical pathology)
... one. These standardized images might not be of sufficient quality permitting efficient object detection. Thus, the same standardization procedures should be applied to the derived differentiated images (gradient ... See full document
7
Automatic Labeling of Topic Models Using Text Summaries
... the topic representations more interpretable and make the topics easier to under- stand, there are a few studies proposing to auto- matically find phrases, concepts or even images for topic ...for ... See full document
9
Automatic Extraction of Linguistic Metaphors with LDA Topic Modeling
... Some of our errors were due to frequent fixed phrases which included a word strongly associated with a source topic, like Tea Party. Minimum de- scription length (MDL) phrase-finding or similar techniques could be ... See full document
9
Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation
... Wiebe, editors, Proceedings of the International Conference on Spoken Language Processing, volume 1, pages 429432, Banff, Canada, October... Attention, intention, and the structure of di[r] ... See full document
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Automatic Evaluation of Topic Coherence
... of topic coherence evaluation, whereby a set of words, as generated by a topic model, is rated for coherence or ...of topic scoring models to the evaluation task, drawing on WordNet , ... See full document
9
Modeling Structural Topic Transitions for Automatic Lyrics Generation
... the topic transitions between units peculiar to the lyrics, such as verse/chorus and ...experimental evaluation, our approach captures the inter-verse/chorus and inter-line ... See full document
10
MT Evaluation: Human Like vs Human Acceptable
... to Automatic Machine Trans- lation (MT) Evaluation are mostly based on met- rics which determine the quality of a given transla- tion according to its similarity to a given set of ref- erence ...the ... See full document
8
Customizing Neural Machine Translation for Subtitling
... In this work, we customized a neural machine translation system for translation of subtitles in the domain of entertainment. The neural translation model was adapted to the subti- tling content and style and extended by ... See full document
12
Searching for Context: a Study on Document Level Labels for Translation Quality Estimation
... The quality of a document is often seen as some form of aggregation of the quality of its ...document-level quality assessment should consider more information than sentence-level ...the topic ... See full document
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