Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text
Beyond Opinion Mining: Summarizing Opinions of Customer Review
Machop: an End-to-End Generalized Entity Matching Framework
Self-Contained Utterance Description Corpus for Japanese Dialog
Minun: Evaluating Counterfactual Explanations for Entity Matching
Annotating Columns with Pre-trained Language Models
Comparative Opinion Summarization via Collaborative Decoding
Characterizing Practices, Limitations, and Opportunities Related to Text Information Extraction Workflows: A Human-in-the-loop Perspective
Extracting Salient Facts from Company Reviews with Scarce Labels
Convex Aggregation for Opinion Summarization
Recent advances in text autoencoders have significantly improved the quality of the latent space, which enables models to generate grammatical and consistent text from aggregated latent vectors. As a successful application of this property, unsupervised opinion summarization models generate a summary by decoding the aggregated latent vectors of inputs. More specifically, they perform the aggregation […]