[PDF][PDF] Synthesis of LTL formulas from natural language texts: State of the art and research directions

A Brunello, A Montanari… - … International symposium on …, 2019 - drops.dagstuhl.de
Linear temporal logic (LTL) is commonly used in model checking tasks; moreover, it is well-
suited for the formalization of technical requirements. However, the correct specification and …

A dataset for movie description

A Rohrbach, M Rohrbach… - Proceedings of the …, 2015 - openaccess.thecvf.com
Audio Description (AD) provides linguistic descriptions of movies and allows visually
impaired people to follow a movie along with their peers. Such descriptions are by design …

Movie description

A Rohrbach, A Torabi, M Rohrbach, N Tandon… - International Journal of …, 2017 - Springer
Audio description (AD) provides linguistic descriptions of movies and allows visually
impaired people to follow a movie along with their peers. Such descriptions are by design …

Event2mind: Commonsense inference on events, intents, and reactions

H Rashkin, M Sap, E Allaway, NA Smith… - arXiv preprint arXiv …, 2018 - arxiv.org
We investigate a new commonsense inference task: given an event described in a short free-
form text (" X drinks coffee in the morning"), a system reasons about the likely intents (" X …

XL-WiC: A multilingual benchmark for evaluating semantic contextualization

A Raganato, T Pasini… - Proceedings of the …, 2020 - aclanthology.org
The ability to correctly model distinct meanings of a word is crucial for the effectiveness of
semantic representation techniques. However, most existing evaluation benchmarks for …

Knowlywood: Mining activity knowledge from hollywood narratives

N Tandon, G De Melo, A De, G Weikum - Proceedings of the 24th ACM …, 2015 - dl.acm.org
Despite the success of large knowledge bases, one kind of knowledge that has not received
attention so far is that of human activities. An example of such an activity is proposing to …

Dumb: A benchmark for smart evaluation of dutch models

W de Vries, M Wieling, M Nissim - arXiv preprint arXiv:2305.13026, 2023 - arxiv.org
We introduce the Dutch Model Benchmark: DUMB. The benchmark includes a diverse set of
datasets for low-, medium-and high-resource tasks. The total set of nine tasks includes four …

Extracting verb expressions implying negative opinions

H Li, A Mukherjee, J Si, B Liu - Proceedings of the AAAI Conference on …, 2015 - ojs.aaai.org
Identifying aspect-based opinions has been studied extensively in recent years. However,
existing work primarily focused on adjective, adverb, and noun expressions. Clearly, verb …

Steps: Semantic typing of event processes with a sequence-to-sequence approach

S Pepe, E Barba, R Blloshmi, R Navigli - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Enabling computers to comprehend the intent of human actions by processing language is
one of the fundamental goals of Natural Language Understanding. An emerging task in this …

[PDF][PDF] Semantic role labeling for sentiment inference: A case study

M Klenner, A Göhring - Proceedings of the 18th Conference on …, 2022 - aclanthology.org
In this paper, we evaluate in a case study whether semantic role labelling (SRL) can be
reliably used for verb-based sentiment inference (SI). SI strives to identify polar relations …