Набор данных реального мира

material ID: realworlddataset

Related Papers

Ensemble Semantics for Large-scale Unsupervised Relation Extraction

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

Discovering significant types of relations from the web is challenging because of its open nature. Unsupervised algorithms are developed to extract relations from a cor- pus without knowing the relations …...

44093

Learning Lexicon Models from Search Logs for Query Expansion

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

This paper explores log-based query expan- sion (QE) models for Web search. Three lexicon models are proposed to bridge the lexical gap between Web documents and user queries. These models …...

44124

A Sentiment-aligned Topic Model for Product Aspect Rating Prediction

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Aspect-based opinion mining has attracted lots of attention today. In this paper, we address the problem of product aspect rat- ing prediction, where we would like to ex- tract the …...

29566

An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

Supervised machine learning classifica- tion algorithms assume both train and test data are sampled from the same domain or distribution. However, performance of the algorithms degrade for test data from …...

42122

Summarization Based on Embedding Distributions

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

In this study, we consider a summariza- tion method using the document level sim- ilarity based on embeddings, or distributed representations of words, where we as- sume that an embedding …...

34358

Improving Users’ Demographic Prediction via the Videos They Talk about

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

In this paper, we improve microblog users’ demographic prediction by fully utilizing their video related behaviors. First, we collect the describing words of currently popular videos, including video names, actor …...

33581

News Citation Recommendation with Implicit and Explicit Semantics

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

In this work, we focus on the problem of news citation recommendation. The task aims to recommend news citations for both authors and readers to create and search news references. …...

40560

Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractPerson-job fit has been an important task which aims to automatically match job positions with suitable candidates. Previous methods mainly focus on solving the match task in single-domain setting, which …...

9027

Neural News Recommendation with Long- and Short-term User Representations

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractPersonalized news recommendation is important to help users find their interested news and improve reading experience. A key problem in news recommendation is learning accurate user representations to capture their …...

39931

Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn this paper, we study the problem of identifying the principals and accessories from the fact description with multiple defendants in a criminal case. We treat the fact descriptions as …...

37662

Unpredictable Attributes in Market Comment Generation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

There are two types of datasets for data-to- text: one uses raw data obtained in the real world, and the other is constructed artificially for a controlled task. A straightforwardly …...

29410

Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractLegal judgment prediction (LJP) is a fundamental task in legal AI, which aims to assist the judge to hear the case and determine the judgment. The legal judgment usually consists …...

30892

Question-Answer Sentence Graph for Joint Modeling Answer Selection

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis research studies graph-based approaches for Answer Sentence Selection (AS2), an essential component for retrieval-based Question Answering (QA) systems. During offline learning, our model constructs a small-scale relevant training graph …...

43017