[PDF] Top 20 Joint Learning for Event Coreference Resolution
Has 10000 "Joint Learning for Event Coreference Resolution" found on our website. Below are the top 20 most common "Joint Learning for Event Coreference Resolution".
Joint Learning for Event Coreference Resolution
... for event coreference also allows an event mention to be posited as non-anaphoric (by resolving it to a null candidate antecedent), our decision to train a sep- arate anaphoricity model and integrate ... See full document
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Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
... recent joint learning approach (Lu and Ng, 2017) which is the best per- forming model on the KBP 2016 ...pairwise coreference link ...coreferent event men- tions, which otherwise are difficult ... See full document
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Event Coreference Resolution with Multi Pass Sieves
... cross-document event corefer- ence ...entity coreference links, which allow them to propose a “joint” method that iteratively performs entity coreference and event coreference by ... See full document
8
Chinese Event Coreference Resolution: Understanding the State of the Art
... 3: Event argument and role classi- ...of event mentions (provided by Component 1) and a set of candidate arguments (provided by Compo- nent ...each event mention em, it (1) iden- tifies those ... See full document
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Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data
... for event coreference ...and event coreference ...KBP coreference dataset show that this network archi- tecture is also suitable for capturing the argument compatibility between ... See full document
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Domain Adaptation with Active Learning for Coreference Resolution
... coreference resolution. Although Gasperin (2009) tried to apply active learning for anaphora resolution, her results were negative: using ac- tive learning was not better than randomly ... See full document
9
End to end Deep Reinforcement Learning Based Coreference Resolution
... To avoid the cascading errors of pipeline sys- tems, recent NLP researchers have developed end- to-end approaches (Lee et al., 2017; Luan et al., 2018; Lee et al., 2018; Zhang et al., 2018), which directly consider all ... See full document
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Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution
... CV (Cybulska and Vossen, 2015a) is a super- vised method for event coreference, based on dis- crete features. They first cluster documents to top- ics, and then cluster coreferring mentions within each ... See full document
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Joint Unsupervised Coreference Resolution with Markov Logic
... supervised learning approaches for coreference resolution are suboptimal since they re- solve each mention pair independently, only impos- ing transitivity in postprocessing (Ng, ...the ... See full document
10
A Hierarchical Distance dependent Bayesian Model for Event Coreference Resolution
... Coreference resolution in general is a difficult natu- ral language processing (NLP) task and typically re- quires sophisticated inferentially-based knowledge- intensive models (Kehler, ...erence ... See full document
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A Joint Framework for Coreference Resolution and Mention Head Detection
... in learning a good mention detector in a pipelined ...our joint framework can adapt to it by rejecting those singleton ...the coreference stage to ensure ... See full document
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Detecting Subevent Structure for Event Coreference Resolution
... performed event coreference resolution on scenario specific ...and event coreference by taking a three-layer ...four event attributes had a big impact on intra-document ... See full document
6
Event Coreference Resolution by Iteratively Unfolding Inter dependencies among Events
... CD event coreference resolu- tion task ...groups event mentions within a document and then groups WD clusters across documents in a joint inference ... See full document
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Unsupervised Event Coreference Resolution with Rich Linguistic Features
... solving event corefer- ence relied on supervised learning methods that explore various linguistic properties in order to de- cide if a pair of event mentions is coreferential or not (Humphreys et ... See full document
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Joint Learning for Coreference Resolution with Markov Logic
... For coreference resolution, the most notable one is unsupervised coreference resolution by Poon and Domingos ...on coreference layer for CoNLL-2011 has excluded these two conditions of ... See full document
10
Joint Entity and Event Coreference Resolution across Documents
... We address the potential explosion in training data size by considering only merge operations that are likely to be inspected by the algorithm as it runs. To achieve this, Algorithm 2 repeatedly runs the ac- tual ... See full document
12
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron
... that joint event trigger identification and event coreference resolution is a much more difficult task since they require more complex knowledge and argument ... See full document
7
Joint Inference for Event Coreference Resolution
... Within-document event coreference resolution is the task of determining which event mentions in a text refer to the same real-world ...event. Event coreference is arguably ... See full document
12
Learning Global Features for Coreference Resolution
... In addition to the related work noted throughout, we add supplementary references here. Unstruc- tured approaches to coreference typically divide into mention-pair models, which classify (nearly) every pair of ... See full document
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Prune and Score: Learning for Greedy Coreference Resolution
... search-based coreference resolution called ...incremental coreference resolution since the search space for coreference resolution con- sists of partial outputs, ... See full document
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