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Found 13 papers, 2 papers with code
Uncertainty-aware generative models for inferring document class prevalence
Prevalence estimation is the task of inferring the relative frequency of classes of unlabeled examples in a group{---}for example, the proportion of a document collection with positive sentiment.
Twitter Universal Dependency Parsing for African-American and Mainstream American English
Due to the presence of both Twitter-specific conventions and non-standard and dialectal language, Twitter presents a significant parsing challenge to current dependency parsing tools.
Relational Summarization for Corpus Analysis
This work introduces a new problem, relational summarization, in which the goal is to generate a natural language summary of the relationship between two lexical items in a corpus, without reference to a knowledge base.
Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation
We explore whether such output belongs to a formal and realistic grammar, by employing the English Resource Grammar (ERG), a broad coverage, linguistically precise HPSG-based grammar of English.
A Dataset and Classifier for Recognizing Social Media English
While language identification works well on standard texts, it performs much worse on social media language, in particular dialectal language{---}even for English.
Summarizing Relationships for Interactive Concept Map Browsers
We present a model which responds to such queries by returning one or more short, importance-ranked, natural language descriptions of the relationship between two requested concepts, for display in a visual interface.
Query-focused Sentence Compression in Linear Time
Search applications often display shortened sentences which must contain certain query terms and must fit within the space constraints of a user interface.
