19 citations · 26 across the 10 of their papers we have counts for
13 papers · 1 filter
Multilingual Extraction and Recognition of Implicit Discourse Relations in Speech and Text
Ahmed Ruby, Christian Hardmeier, Sara Stymne
Implicit discourse relation classification is a challenging task, as it requires inferring meaning from context. While contextual cues can be distributed across modalities and vary…
Mention Attention for Pronoun Translation
Gongbo Tang, Christian Hardmeier
Most pronouns are referring expressions, computers need to resolve what do the pronouns refer to, and there are divergences on pronoun usage across languages. Thus, dealing with th…
A Dataset for the Detection of Dehumanizing Language
Paul Engelmann, Peter Brunsgaard Trolle, Christian Hardmeier
Dehumanization is a mental process that enables the exclusion and ill treatment of a group of people. In this paper, we present two data sets of dehumanizing text, a large, automat…
Parallel Data Helps Neural Entity Coreference Resolution
Gongbo Tang, Christian Hardmeier
Coreference resolution is the task of finding expressions that refer to the same entity in a text. Coreference models are generally trained on monolingual annotated data but annota…
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity
Dennis Ulmer, Jes Frellsen, Christian Hardmeier
We investigate the problem of determining the predictive confidence (or, conversely, uncertainty) of a neural classifier through the lens of low-resource languages. By training mod…
Unsupervised Discovery of Unaccusative and Unergative Verbs
Sharid Loáiciga, Luca Bevacqua, Christian Hardmeier
We present an unsupervised method to detect English unergative and unaccusative verbs. These categories allow us to identify verbs participating in the causative-inchoative alterna…