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EMNLP
2006
13 years 5 months ago
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines
The end-to-end performance of natural language processing systems for compound tasks, such as question answering and textual entailment, is often hampered by use of a greedy 1-bes...
Jenny Rose Finkel, Christopher D. Manning, Andrew ...
ECIR
2006
Springer
13 years 5 months ago
Lexical Entailment for Information Retrieval
Abstract. Textual Entailment has recently been proposed as an application independent task of recognising whether the meaning of one text may be inferred from another. This is pote...
Stéphane Clinchant, Cyril Goutte, Ér...
NLUCS
2008
13 years 5 months ago
A Text Summarization Approach under the Influence of Textual Entailment
Abstract. This paper presents how text summarization can be influenced by textual entailment. We show that if we use textual entailment recognition together with text summarization...
Elena Lloret, Óscar Ferrández, Rafae...
LREC
2008
118views Education» more  LREC 2008»
13 years 5 months ago
FATE: a FrameNet-Annotated Corpus for Textual Entailment
Several studies indicate that the level of predicate-argument structure is relevant for modeling prevalent phenomena in current textual entailment corpora. Although large resource...
Aljoscha Burchardt, Marco Pennacchiotti
LREC
2008
133views Education» more  LREC 2008»
13 years 5 months ago
Building a Greek corpus for Textual Entailment
The paper reports on completed work aimed at the creation of a resource, namely, the Greek Textual Entailment Corpus (GTEC) that is appropriate for guiding training and evaluation...
Evi Marzelou, Maria Zourari, Voula Giouli, Stelios...
LREC
2008
98views Education» more  LREC 2008»
13 years 5 months ago
Unsupervised Resource Creation for Textual Inference Applications
This paper explores how a battery of unsupervised techniques can be used in order to create large, high-quality corpora for textual inference applications, such as systems for rec...
Jeremy Bensley, Andrew Hickl
LREC
2008
153views Education» more  LREC 2008»
13 years 5 months ago
Named Entity Relation Mining using Wikipedia
Discovering relations among Named Entities (NEs) from large corpora is both a challenging, as well as useful task in the domain of Natural Language Processing, with applications i...
Adrian Iftene, Alexandra Balahur-Dobrescu
LREC
2010
122views Education» more  LREC 2010»
13 years 5 months ago
Syntactic Testsuites and Textual Entailment Recognition
We focus on textual entailments mediated by syntax and propose a new methodology to evaluate textual entailment recognition systems on such data. The main idea is to generate a sy...
Paul Bedaride, Claire Gardent
LREC
2010
141views Education» more  LREC 2010»
13 years 5 months ago
Building Textual Entailment Specialized Data Sets: a Methodology for Isolating Linguistic Phenomena Relevant to Inference
This paper proposes a methodology for the creation of specialized data sets for Textual Entailment, made of monothematic Text-Hypothesis pairs (i.e. pairs in which only one lingui...
Luisa Bentivogli, Elena Cabrio, Ido Dagan, Danilo ...
LREC
2010
141views Education» more  LREC 2010»
13 years 5 months ago
Building a Textual Entailment Suite for the Evaluation of Automatic Content Scoring Technologies
Automatic content scoring for free-text responses has started to emerge as an application of Natural Language Processing in its own right, much like question answering or machine ...
Jana Z. Sukkarieh, Eleanor Bolge