搜索结果: 1-10 共查到“文学 Coreference Resolution”相关记录10条 . 查询时间(0.101 秒)
We describe a structure learning system for unrestricted coreference resolution that explores two key modeling techniques: latent coreference trees and automatic entropy-guided feature induction. The ...
A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution
Hypergraph Partitioning Approach Coreference Resolution
2015/9/11
This work is focused on research in machine learning for coreference resolution. Coreference resolution is a natural language processing task that consists of determining the expressions in a discours...
Deterministic Coreference Resolution Based on Entity-Centric,Precision-Ranked Rules
Coreference Resolution Entity-Centric Precision-Ranked Rules
2015/9/11
We propose a new deterministic approach to coreference resolution that combines the global information and precise features of modern machine-learning models with the transparency and modularity of de...
A Machine Learning Approach to Coreference Resolution of Noun Phrases
Noun Phrases Coreference Resolution
2015/8/26
In this paper, we present a learning approach to coreference resolution of noun phrases in unrestricted text. The approach learns from a small, annotated corpus and the task includes resolving
not ju...
Enforcing Transitivity in Coreference Resolution
Enforcing Transitivity Coreference Resolution
2015/6/12
A desirable quality of a coreference resolution system is the ability to handle transitivity constraints, such that even if it places high likelihood on a particular mention being coreferent with each...
Stanford’s Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task
Stanford Coreference Resolution System CoNLL-2011 Shared Task
2015/6/10
This paper details the coreference resolution system submitted by Stanford at the CoNLL- 2011 shared task. Our system is a collection of deterministic coreference resolution models that incorporate le...
Most coreference resolution models determine if two mentions are coreferent using a single function over a set of constraints or features.This approach can lead to incorrect decisions as lower precisi...
Joint Entity and Event Coreference Resolution across Documents
Joint Entity Event Coreference Resolution across Documents
2015/6/10
We introduce a novel coreference resolution system that models entities and events jointly. Our iterative method cautiously constructs clusters of entity and event mentions using linear regression to ...
Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules
Coreference Resolution Entity-Centric Precision-Ranked Rules
2015/6/10
We propose a new deterministic approach to coreference resolution that combines the global information and precise features of modern machine-learning models with the transparency and modularity of de...
Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction
Coreference Resolution Keyframe Extraction
2014/11/26
Gesture Salience as a Hidden Variable for Coreference
Resolution and Keyframe Extraction。