Базовый подход
Related Papers
Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences
This paper presents novel improvements to the induction of translation lexicons from monolingual corpora using multilin- gual dependency parses. We introduce a dependency-based context model that in- corporates long-range dependencies, …...
Minimally-Supervised Extraction of Entities from Text Advertisements
Extraction of entities from ad creatives is an important problem that can benefit many com- putational advertising tasks. Supervised and semi-supervised solutions rely on labeled data which is expensive, time …...
A Pilot Study of Opinion Summarization in Conversations
This paper presents a pilot study of opinion summarization on conversations. We create a corpus containing extractive and abstrac- tive summaries of speaker’s opinion towards a given topic using 88 …...
Transliteration Extraction from Classical Chinese Buddhist Literature Using Conditional Random Fields
Extracting plausible transliterations from historical literature is a key issues in his- torical linguistics and other resaech fields. In Chinese historical literature, the charac- ters used to transliterate the same …...
Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports
AbstractThe search for Participants, Interventions, and Outcomes (PIO) in clinical trial reports is a critical task in Evidence Based Medicine. For an automatic PIO extraction, high-quality corpora are needed. Obtaining …...
Open-Domain Question Answering Goes Conversational via Question Rewriting
AbstractWe introduce a new dataset for Question Rewriting in Conversational Context (QReCC), which contains 14K conversations with 80K question-answer pairs. The task in QReCC is to find answers to conversational …...