VIF regression: a fast regression algorithm for large data

D Lin, DP Foster, LH Ungar - Journal of the American Statistical …, 2011 - Taylor & Francis
We propose a fast and accurate algorithm, VIF regression, for doing feature selection in
large regression problems. VIF regression is extremely fast; it uses a one-pass search over …

BiPaR: A bilingual parallel dataset for multilingual and cross-lingual reading comprehension on novels

Y **g, D **ong, Y Zhen - arxiv preprint arxiv:1910.05040, 2019 - arxiv.org
This paper presents BiPaR, a bilingual parallel novel-style machine reading comprehension
(MRC) dataset, developed to support multilingual and cross-lingual reading comprehension …

Probabilistic models for answer-ranking in multilingual question-answering

J Ko, L Si, E Nyberg, T Mitamura - ACM Transactions on Information …, 2010 - dl.acm.org
This article presents two probabilistic models for answering ranking in the multilingual
question-answering (QA) task, which finds exact answers to a natural language question …

[PDF][PDF] JAVELIN I and II Systems at TREC 2005.

E Nyberg, RE Frederking, T Mitamura, MW Bilotti… - TREC, 2005 - cs.cmu.edu
JAVELIN I and II Systems at TREC 2005 Page 1 JAVELIN I and II Systems at TREC 2005 Eric
Nyberg, Robert Frederking, Teruko Mitamura, Matthew Bilotti, Kerry Hannan, Laurie …

[PDF][PDF] JAVELIN III: Cross-Lingual Question Answering from Japanese and Chinese Documents.

T Mitamura, F Lin, H Shima, M Wang, J Ko, J Betteridge… - NTCIR, 2007 - Citeseer
In this paper, we describe the JAVELIN Cross Language Question Answering system, which
includes modules for question analysis, keyword translation, document retrieval, information …

Boosting Chinese question answering with two lightweight methods: ABSPs and SCO-QAT

CW Lee, MY Day, CL Sung, YH Lee, TJ Jiang… - ACM Transactions on …, 2008 - dl.acm.org
Question Answering (QA) research has been conducted in many languages. Nearly all the
top performing systems use heavy methods that require sophisticated techniques, such as …

Architecture and evaluation of BRUJA, a multilingual question answering system

MÁ García-Cumbreras, F Martínez-Santiago… - Information …, 2012 - Springer
Given a user question, the goal of a Question Answering (QA) system is to retrieve answers
rather than full documents or even best-matching passages, as most Information Retrieval …

[PDF][PDF] JAVELIN III: Answering Non-Factoid Questions in Japanese.

H Shima, T Mitamura - NTCIR, 2007 - research.nii.ac.jp
In this paper, we describe our adaptation of the JAVELIN system to Japanese question
answering for the NTCIR-6 QAC track. To establish a baseline Japaneseto-Japanese non …

A framework to answer questions of opinion type

X Su, G Gao, Y Tian - 2010 Seventh Web Information Systems …, 2010 - ieeexplore.ieee.org
In this paper, we propose a framework to answer questions of opinion type. The data source
is the web pages returned from the search engine. By using Bayes Classifier, the main texts …

[PDF][PDF] Modular Approach to Error Analysis and Evaluation for Multilingual Question Answering.

H Shima, M Wang, F Lin, T Mitamura - LREC, 2006 - cs.cmu.edu
Abstract Multilingual Question Answering systems are generally very complex, integrating
several submodules to achieve their result. Global metrics (such as average precision and …