# SOCIOFILLMORE: A Tool for Discovering Perspectives

arXiv: https://arxiv.org/abs/2203.03438 · HTML: https://mlsanity.com/paper/2203.03438/

## Key facts

- Cited by 5 papers in the map (data through 14 Oct 2026).
- Builds on 2 of its 35 references that are in the map.
- First posted on arXiv 7 Mar 2022.

## Builds on (most cited first, 2 of 2)

- [Datasheets for Datasets](https://mlsanity.com/paper/1803.09010/) (2018)
- [LOME: Large Ontology Multilingual Extraction](https://mlsanity.com/paper/2101.12175/) (2021)

## Built on by (most cited first, 5 of 5)

- [Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports](https://mlsanity.com/paper/2209.12030/) (2022)
- [Responsibility Perspective Transfer for Italian Femicide News](https://mlsanity.com/paper/2306.00437/) (2023)
- [Structuring the Space of Perspectives](https://mlsanity.com/paper/2608.12113/) (2026)
- [EventNet-ITA: Italian Frame Parsing for Events](https://mlsanity.com/paper/2305.10892/) (2023)
- [The Multilingual FrameNet Corpus](https://mlsanity.com/paper/2608.23037/) (2026)

## Abstract (arXiv)

SOCIOFILLMORE is a multilingual tool which helps to bring to the fore the focus or the perspective that a text expresses in depicting an event. Our tool, whose rationale we also support through a large collection of human judgements, is theoretically grounded on frame semantics and cognitive linguistics, and implemented using the LOME frame semantic parser. We describe SOCIOFILLMORE's development and functionalities, show how non-NLP researchers can easily interact with the tool, and present some example case studies which are already incorporated in the system, together with the kind of analysis that can be visualised.