Ұқсастық өлшемдері

method ID: similaritymeasures

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Authors: nan

Publication: TIPSTER (2004)

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We describe a system for semantic role assignment built as part of the Senseval III task, based on an off-the-shelf parser and Maxent and Memory-Based learners. We focus on generalisation …...

19832

Robust Similarity Measures for Named Entities Matching

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Publication: TIPSTER (2008)

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Matching coreferent named entities with- out prior knowledge requires good similar- ity measures. Soft-TFIDF is a fine-grained measure which performs well in this task. We propose to enhance this kind …...

6505

Topic-based Multi-Document Summarization with Probabilistic Latent Semantic Analysis

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We consider the problem of query-focused multi- document summarization, where a summary containing the information most relevant to a user’s information need is produced from a set of topic-related documents. …...

29540

Learning the Relative Usefulness of Questions in Community QA

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We present a machine learning approach for the task of ranking previously answered ques- tions in a question repository with respect to their relevance to a new, unanswered refer- ence …...

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Socially Driven Ontology Enrichment for eLearning

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AbstractOne of the objectives of the Language Technologies for Life-Long Learning (LTfLL) project, is to develop a knowledge sharing system that connects learners to resources and learners to other learners. …...

7759

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Understanding and interpretation of nominal compounds has been a long-standing area of interest in NLP research for various rea- sons. (1) Nominal compounds occur fre- quently in most languages. (2) …...

18913

Quality Estimation: an experimental study using unsupervised similarity measures

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We present the approach we took for our par- ticipation to the WMT12 Quality Estimation Shared Task: our main goal is to achieve rea- sonably good results without appeal to …...

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In this work, we focus on the problem of news citation recommendation. The task aims to recommend news citations for both authors and readers to create and search news references. …...

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Similarity Analysis of Contextual Word Representation Models

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AbstractThis paper investigates contextual word representation models from the lens of similarity analysis. Given a collection of trained models, we measure the similarity of their internal representations and attention. Critically, …...

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AbstractSimilarity measures are a vital tool for understanding how language models represent and process language. Standard representational similarity measures such as cosine similarity and Euclidean distance have been successfully used …...

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Study of Similarity Measures as Features in Classification for Answer Sentence Selection Task in Hindi Question Answering: Language-Specific v/s Other Measures

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Complex Labelling and Similarity Prediction in Legal Texts: Automatic Analysis of France’s Court of Cassation Rulings

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AbstractDetecting divergences in the applications of the law (where the same legal text is applied differently by two rulings) is an important task. It is the mission of the French …...

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What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured

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AbstractTransformer-based models are now predominant in NLP.They outperform approaches based on static models in many respects. This success has in turn prompted research that reveals a number of biases in …...

20987