Papers Event Coreference Resolution

Translating Granularity of Event Slots into Features for Event Coreference Resolution.

Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers

A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution

We present a novel hierarchical distance-dependent Bayesian model for event coreference resolution. While existing generative models for event coreference resolution are completely unsupervised, our model allows for the …

Unsupervised Event Coreference Resolution

SinoCoreferencer: An End-to-End Chinese Event Coreference Resolver

Compared to entity coreference resolution, there is a relatively small amount of work on event coreference resolution. Much work on event coreference was done for English. In fact, to our knowledge, there are no publicly…

Supervised Within-Document Event Coreference using Information Propagation

Event coreference is an important task for full text analysis. However, previous work uses a variety of approaches, sources and evaluation, making the literature confusing and the results incommensurate. We provide a des…

Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution

In this paper we examine the representativeness of the EventCorefBank (ECB, Bejan and Harabagiu, 2010) with regards to the language population of large-volume streams of news. The ECB corpus is one of the data sets used …

Detecting Subevent Structure for Event Coreference Resolution

In the task of event coreference resolution, recent work has shown the need to perform not only full coreference but also partial coreference of events. We show that subevents can form a particular hierarchical event str…

Chinese Event Coreference Resolution: Understanding the State of the Art

Semantic Relations between Events and their Time, Locations and Participants for Event Coreference Resolution

Joint Entity and Event Coreference Resolution across Documents

Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution

We present a sequence of unsupervised, nonparametric Bayesian models for clustering complex linguistic objects. In this approach, we consider a potentially infinite number of features and categorical outcomes. We evalua…