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01/05/2023
Sequentially Controlled Text Generation
While GPT-2 generates sentences that are remarkably human-like, longer d...
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04/01/2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning
The automation of extracting argument structures faces a pair of challen...
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06/01/2021
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation
We study the task of long-form opinion text generation, which faces at l...
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10/05/2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation
Pre-trained Transformers have enabled impressive breakthroughs in genera...
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06/24/2020
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference
Automatic identification of mentioned entities in social media posts fac...
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09/02/2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation
Building effective text generation systems requires three critical compo...
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06/09/2019
Argument Generation with Retrieval, Planning, and Realization
Automatic argument generation is an appealing but challenging task. In t...
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03/25/2019
Argument Mining for Understanding Peer Reviews
Peer-review plays a critical role in the scientific writing and publicat...
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05/25/2018
Neural Argument Generation Augmented with Externally Retrieved Evidence
High quality arguments are essential elements for human reasoning and de...
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07/21/2017
A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization
We study the problem of domain adaptation for neural abstractive summari...
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04/28/2017