research
∙
05/23/2023
μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
Cross-lingual summarization consists of generating a summary in one lang...
share
research
∙
04/28/2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation
While conditional generation models can now generate natural language we...
research
∙
10/31/2022
Query Refinement Prompts for Closed-Book Long-Form Question Answering
Large language models (LLMs) have been shown to perform well in answerin...
research
∙
08/01/2022
SMART: Sentences as Basic Units for Text Evaluation
Widely used evaluation metrics for text generation either do not work we...
research
∙
07/01/2022
Conditional Generation with a Question-Answering Blueprint
The ability to convey relevant and faithful information is critical for ...
research
∙
06/08/2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
Commonsense reasoning systems should be able to generalize to diverse re...
research
∙
06/03/2022
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews
Customer reviews are vital for making purchasing decisions in the Inform...
research
∙
09/16/2021
Efficient Attribute Injection for Pretrained Language Models
Metadata attributes (e.g., user and product IDs from reviews) can be inc...
research
∙
09/07/2021
Aspect-Controllable Opinion Summarization
Recent work on opinion summarization produces general summaries based on...
research
∙
12/14/2020
Unsupervised Opinion Summarization with Content Planning
The recent success of deep learning techniques for abstractive summariza...
research
∙
12/08/2020
Extractive Opinion Summarization in Quantized Transformer Spaces
We present the Quantized Transformer (QT), an unsupervised system for ex...
research
∙
10/19/2020
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
Transformer-based pre-trained language models (PLMs) have dramatically i...
research
∙
04/21/2020
Unsupervised Opinion Summarization with Noising and Denoising
The supervised training of high-capacity models on large datasets contai...
research
∙
09/18/2019
Text Length Adaptation in Sentiment Classification
Can a text classifier generalize well for datasets where the text length...
research
∙
09/05/2019
Informative and Controllable Opinion Summarization
Opinion summarization is the task of automatically generating summaries ...
research
∙
08/26/2019
Rethinking Attribute Representation and Injection for Sentiment Classification
Text attributes, such as user and product information in product reviews...
research
∙
04/06/2019
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
This paper describes our system, Joint Encoders for Stable Suggestion In...
research
∙
02/14/2019
Categorical Metadata Representation for Customized Text Classification
The performance of text classification has improved tremendously using i...
research
∙
11/22/2018
AutoSense Model for Word Sense Induction
Word sense induction (WSI), or the task of automatically discovering mul...
research
∙
10/18/2018
Adversarial TableQA: Attention Supervision for Question Answering on Tables
The task of answering a question given a text passage has shown great de...
research
∙
06/14/2018
Translations as Additional Contexts for Sentence Classification
In sentence classification tasks, additional contexts, such as the neigh...
research
∙
06/14/2018
Cold-Start Aware User and Product Attention for Sentiment Classification
The use of user/product information in sentiment analysis is important, ...
research
∙
06/14/2018
Entity Commonsense Representation for Neural Abstractive Summarization
A major proportion of a text summary includes important entities found i...
research
∙
06/14/2018