Text Representation

material ID: textrepresentation

Related Papers

Hierarchical Orderings of Textual Units

Authors: nan

Publication: TIPSTER (2002)

DOI: nan

Text representation is a central task for any ap- proach to automatic learning from texts. It re- quires a format which allows to interrelate texts even if they do not …...

6748

Detecting Context Dependent Messages in a Conversational Environment

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractWhile automatic response generation for building chatbot systems has drawn a lot of attention recently, there is limited understanding on when we need to consider the linguistic context of an …...

4429

A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractRecent years have witnessed the proliferation of Massive Open Online Courses (MOOCs). With massive learners being offered MOOCs, there is a demand that the forum contents within MOOCs need to …...

32644

Deep Enhanced Representation for Implicit Discourse Relation Recognition

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractImplicit discourse relation recognition is a challenging task as the relation prediction without explicit connectives in discourse parsing needs understanding of text spans and cannot be easily derived from surface …...

5466

Answering Legal Questions by Learning Neural Attentive Text Representation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractText representation plays a vital role in retrieval-based question answering, especially in the legal domain where documents are usually long and complicated. The better the question and the legal documents …...

4271

Federated Learning for Spoken Language Understanding

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractRecently, spoken language understanding (SLU) has attracted extensive research interests, and various SLU datasets have been proposed to promote the development. However, most of the existing methods focus on a …...

4056

WAE_RN: Integrating Wasserstein Autoencoder and Relational Network for Text Sequence

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractOne challenge in Natural Language Processing (NLP) area is to learn semantic representation in different contexts. Recent works on pre-trained language model have received great attentions and have been proven …...

3589

TAN-NTM: Topic Attention Networks for Neural Topic Modeling

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractTopic models have been widely used to learn text representations and gain insight into document corpora. To perform topic discovery, most existing neural models either take document bag-of-words (BoW) or …...

8512

Human-in-the-loop Robotic Grasping Using BERT Scene Representation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractCurrent NLP techniques have been greatly applied in different domains. In this paper, we propose a human-in-the-loop framework for robotic grasping in cluttered scenes, investigating a language interface to the …...

4954