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Found 7 papers, 5 papers with code
SumPubMed: Summarization Dataset of PubMed Scientific Articles
Most earlier work on text summarization is carried out on news article datasets.
Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability
When it comes to studying the impacts of decision making, the research has been largely focused on examining the fairness of the decisions, the long-term effects of the decision pipelines, and utility-based perspectives considering both the decision-maker and the individuals.
Unbiasing Review Ratings with Tendency Based Collaborative Filtering
User-generated contents{'} score-based prediction and item recommendation has become an inseparable part of the online recommendation systems.
P-SIF: Document Embeddings Using Partition Averaging
One of the key reasons is that a longer document is likely to contain words from many different topics; hence, creating a single vector while ignoring all the topical structure is unlikely to yield an effective document representation.
INFOTABS: Inference on Tables as Semi-structured Data
In this paper, we observe that semi-structured tabulated text is ubiquitous; understanding them requires not only comprehending the meaning of text fragments, but also implicit relationships between them.
Improving Document Classification with Multi-Sense Embeddings
Through extensive experiments on multiple real-world datasets, we show that SCDV-MS embeddings outperform previous state-of-the-art embeddings on multi-class and multi-label text categorization tasks.
Ranked #5 on
Document Classification
on Reuters-21578
(F1 metric)
Equalizing Recourse across Groups
We measure recourse as the distance of an individual from the decision boundary of a classifier.
