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Found 5 papers, 1 papers with code
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation
Knowledge-to-text generators often struggle to faithfully generate descriptions for the input facts: they may produce hallucinations that contradict the input, or describe facts not present in the input.
D-REX: Dialogue Relation Extraction with Explanations
Existing research studies on cross-sentence relation extraction in long-form multi-party conversations aim to improve relation extraction without considering the explainability of such methods.
Ranked #7 on
Dialog Relation Extraction
on DialogRE
Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage
However, this task is challenging as the variational attributes are often present as a part of unstructured text and are domain dependent.
Estimating Aggregate Properties In Relational Networks With Unobserved Data
In this paper, we study the effectiveness of these approaches in estimating aggregate properties on networks with missing attributes.
Scalable Structure Learning for Probabilistic Soft Logic
We introduce a greedy search-based algorithm and a novel optimization method that trade-off scalability and approximations to the structure learning problem in varying ways.
