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08/29/2023
KGConv, a Conversational Corpus grounded in Wikidata
We present KGConv, a large, conversational corpus of 71k conversations w...
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05/10/2023
Context-Aware Document Simplification
To date, most work on text simplification has focused on sentence-level ...
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02/28/2023
Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation
A key feature of neural models is that they can produce semantic vector ...
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07/07/2022
Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering
In human conversations, ellipsis and coreference are commonly occurring ...
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04/12/2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies
Generating factual, long-form text such as Wikipedia articles raises thr...
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11/10/2020
Multilingual AMR-to-Text Generation
Generating text from structured data is challenging because it requires ...
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04/27/2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue
Various machine learning tasks can benefit from access to external infor...
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01/29/2020
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs
Recent graph-to-text models generate text from graph-based data using ei...
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12/11/2019
Quality of syntactic implication of RL-based sentence summarization
Work on summarization has explored both reinforcement learning (RL) opti...
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10/18/2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs
Query-based open-domain NLP tasks require information synthesis from lon...
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09/01/2019
Enhancing AMR-to-Text Generation with Dual Graph Representations
Generating text from graph-based data, such as Abstract Meaning Represen...
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09/20/2018
Symbolic Priors for RNN-based Semantic Parsing
Seq2seq models based on Recurrent Neural Networks (RNNs) have recently r...
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07/21/2017
Split and Rephrase
We propose a new sentence simplification task (Split-and-Rephrase) where...
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05/10/2017
Analysing Data-To-Text Generation Benchmarks
Recently, several data-sets associating data to text have been created t...
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07/30/2015