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An Approach of Using the Web as a Live Corpus for Spoken Transliteration Name Access

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

Recognizing transliteration names is challenging due to their flexible formulation and coverage of a lexicon. This paper employs the Web as a huge-scale corpus. The patterns extracted from the Web …...

761

Web-Based Unsupervised Learning for Query Formulation in Question Answering

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

. Converting questions to effective queries is crucial to open-domain question answering systems. In this paper, we present a web-based unsupervised learning approach for transforming a given natural-language question to …...

13064

An Associative Concept Dictionary for Verbs and its Application to Elliptical Word Estimation

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

AbstractNatural language processing technology has developed remarkably, but it is still difficult for computers to understand contextual meanings as humans do. The purpose of our work has been to construct …...

8425

Generation of Summaries that Appropriately and Adequately Express the Contents of Original Documents Using Word-Association Knowledge

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

. In this study, our purpose was to make a short summary for sentences. For ex- ample, we aimed to make a short summary “terror” for sentences “A bomb went …...

18962

Bilingual lexicon extraction from comparable corpora for closely related languages

Authors: nan

Publication: TIPSTER (2011)

DOI: nan

In this paper we present a knowledge-light approach to extract a bilingual lexicon for closely related languages from compara- ble corpora. While in most related work an existing dictionary is …...

29289

Bootstrapping Entity Translation on Weakly Comparable Corpora

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

This paper studies the problem of mining named entity translations from compara- ble corpora with some “asymmetry”. Un- like the previous approaches relying on the “symmetry” found in parallel corpora, …...

40227

HARPY: Hypernyms and Alignment of Relational Paraphrases

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Collections of relational paraphrases have been automatically constructed from large text cor- pora, as a WordNet counterpart for the realm of binary predicates and their surface forms. How- ever, these …...

5644

Inferring Binary Relation Schemas for Open Information Extraction

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

This paper presents a framework to model the semantic representation of binary re- lations produced by open information ex- traction systems. For each binary relation, we infer a set of …...

34789

A Compositional-Distributional Semantic Model for Searching Complex Entity Categories

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

Users combine attributes and types to describe and classify entities into cate- gories. These categories are fundamen- tal for organising knowledge in a decen- tralised way acting as tags and …...

25832

Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractOpen-ended human learning and information-seeking are increasingly mediated by digital assistants. However, such systems often ignore the user’s pre-existing knowledge. Assuming a correlation between engagement and user responses such as …...

29818

Low-Dimensional Hyperbolic Knowledge Graph Embeddings

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractKnowledge graph (KG) embeddings learn low- dimensional representations of entities and relations to predict missing facts. KGs often exhibit hierarchical and logical patterns which must be preserved in the embedding …...

37353

Knowledge Base Completion Meets Transfer Learning

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThe aim of knowledge base completion is to predict unseen facts from existing facts in knowledge bases. In this work, we introduce the first approach for transfer of knowledge from …...

31493

TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractAs an essential form of knowledge representation, taxonomies are widely used in various downstream natural language processing tasks. However, with the continuously rising of new concepts, many existing taxonomies are …...

31791

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractKnowledge graph completion (KGC) aims to reason over known facts and infer the missing links. Text-based methods such as KGBERT (Yao et al., 2019) learn entity representations from natural language …...

39086

GPL at SemEval-2023 Task 1: WordNet and CLIP to Disambiguate Images

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractGiven a word in context, the task of VisualWord Sense Disambiguation consists of select-ing the correct image among a set of candidates. To select the correct image, we propose a …...

24766

Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper describes our system used in SemEval-2023 Task-1: Visual Word Sense Disambiguation (VWSD). The VWSD task is to identify the correct image that corresponds to an ambiguous target word …...

24768