WebGranroth-Wilding and Clark 2016) both proposed a neural network model that composes event embeddings with their predicate, dependency, and argument information (subject, object, and prepositional object), either using a feed-forward architecture defined over pairs of events, or using a Recur-rent architecture (in this case an LSTM) to capture ... Webto encode events into low-dimensional vectors (Granroth-Wilding and Clark 2016), which only supports a fixed num-ber of arguments. In order to capture more subtle seman-tic …
Spatio-Temporal Event Forecasting and Precursor Identification
WebMay 1, 1998 · Species diversity has declined in ecosystems worldwide as a result of habitat fragmentation, eutrophication, and land-use change. If such decline is to be halted … WebAU - Granroth-Wilding, Mark AU - Clark, Stephen PY - 2016 Y1 - 2016 N2 - We address the problem of automatically acquiring knowledge of event sequences from text, with the aim of providing a predictive model for use in narrative generation systems. somewhere my love piano tutorial
Constructing Narrative Event Evolutionary Graph for …
WebMark Granroth-Wilding and Stephen Clark (2016) ... John Charnley, Nada Lavrač, Martin Žnidaršič, Matic Perovšek, Mark Granroth-Wilding and Stephen Clark (2014) In proceedings 5th International Conference on Computational Creativity (ICCC 2014). PDF, Bibtex. Statistical Parsing for Harmonic Analysis of Jazz Chord Sequences ... Webrepresentations, previous works (Granroth-Wilding and Clark,2016;Weber et al.,2024) based on co-occurrence information usually exploit instance-wise contrastive learning approaches related to the margin loss, which consists of an anchor, positive, and negative sample, where the anchor is more sim-ilar to the positive than the negative. However ... Webchoice (Granroth-Wilding and Clark,2016) tasks. However, the evolving evaluation datasets contain more spurious scripts, with many uninformative events such as “say” or “be”, and the LMs tend to capture such cues (Chambers,2024). The other line of work focuses on procedural scripts, where events happen in a scenario, usu- small cordless drill and screwdriver