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05/25/2023
Measuring the Effect of Influential Messages on Varying Personas
Predicting how a user responds to news events enables important applicat...
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05/24/2023
Meta-review Generation with Checklist-guided Iterative Introspection
Opinions in the scientific domain can be divergent, leading to controver...
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05/23/2023
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization
Existing factual consistency evaluation approaches for text summarizatio...
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05/23/2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media
Considerable advancements have been made to tackle the misrepresentation...
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05/13/2023
Zero-shot Faithful Factual Error Correction
Faithfully correcting factual errors is critical for maintaining the int...
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05/03/2023
TempoSum: Evaluating the Temporal Generalization of Abstractive Summarization
Recent pre-trained language models (PLMs) achieve promising results in e...
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02/10/2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream
Summarizing text-rich documents has been long studied in the literature,...
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12/02/2022
SumREN: Summarizing Reported Speech about Events in News
A primary objective of news articles is to establish the factual record ...
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10/26/2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective
Teaching neural models to generate narrative coherent texts is a critica...
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08/25/2022
Multimedia Generative Script Learning for Task Planning
Goal-oriented generative script learning aims to generate subsequent ste...
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03/17/2022
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation
Despite recent progress of pre-trained language models on generating flu...
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03/14/2022
Grounding Commands for Autonomous Vehicles via Layer Fusion with Region-specific Dynamic Layer Attention
Grounding a command to the visual environment is an essential ingredient...
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09/14/2021
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward
Controllable text generation is an appealing but challenging task, which...
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08/07/2021
Controllable Summarization with Constrained Markov Decision Process
We study controllable text summarization which allows users to gain cont...
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08/03/2021
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization
Dialogue summarization aims to generate a summary that indicates the key...
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06/19/2021
A Condense-then-Select Strategy for Text Summarization
Select-then-compress is a popular hybrid, framework for text summarizati...
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06/02/2020
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss
Acquiring accurate summarization and sentiment from user reviews is an e...
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04/18/2020
Exclusive Hierarchical Decoding for Deep Keyphrase Generation
Keyphrase generation (KG) aims to summarize the main ideas of a document...
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06/10/2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards
Generating keyphrases that summarize the main points of a document is a ...
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06/10/2019
Topic-Aware Neural Keyphrase Generation for Social Media Language
A huge volume of user-generated content is daily produced on social medi...
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04/06/2019