《深度自然语言处理》课程教学课件（Natural language processing with deep learning）11 coreference resolution

西安交通大学Natural Language ProcessingwithDeepLearningXIANHAOTONGUNIVERSITYCoreference Resolution交通大学ChenLi2023

Chen Li 2023 Coreference Resolution Natural Language Processing with Deep Learning

Outline1.Background2. Classical Models3. Progress4. Datasets & Tools5.Future Work

1. Background 2. Classical Models 3. Progress 4. Datasets & Tools 5. Future Work Outline

Outline1.Background2. Classical Models3. Progress4. Datasets & Tools5.Future Work

1. Background 2. Classical Models 3. Progress 4. Datasets & Tools 5. Future Work Outline

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language交道大学

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>Entitycoreferenceresolution>Eventcoreferenceresolution交通大学

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution

DefinitionCoreference resolution is the task of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>EntitycoreferenceresolutionDrug Emporium Inc. said Gary Wilber was named CEO of this drugstorechain. He succeeds his father, Philip T. Wilber, who founded the companyand remains chairman.Robert E. Lyons Ill, who headed the company'sPhiladelphia region, was appointed president and chief operating officersucceeding Gary Wilber.>Eventcoreferenceresolution交道大学

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution Drug Emporium Inc. said Gary Wilber was named CEO of this drugstore chain. He succeeds his father, Philip T. Wilber, who founded the company and remains chairman. Robert E. Lyons III, who headed the company’s Philadelphia region, was appointed president and chief operating officer, succeeding Gary Wilber

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>EntitycoreferenceresolutionDrug Emporium Inc.said GaryWilber was named CEO of this drugstorechain. He succeeds his father, Philip T. Wilber, who founded the companyand remains chairman.Robert E. Lyons Ill, who headed the company'sPhiladelphia region, was appointed president and chief operating officersucceedingGaryWilber.>Eventcoreferenceresolution交道大学

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution Drug Emporium Inc. said Gary Wilber was named CEO of this drugstore chain. He succeeds his father, Philip T. Wilber, who founded the company and remains chairman. Robert E. Lyons III, who headed the company’s Philadelphia region, was appointed president and chief operating officer, succeeding Gary Wilber

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>EntitycoreferenceresolutionDrug Emporium Inc.said Gary Wilberwas named CEO of this drugstorechain. He succeeds his father, Philip T. Wilber, who founded the companyand remains chairman.Robert E. Lyons Ill, who headed the company'sPhiladelphia region, was appointed president and chief operating officersucceedingGaryWilber>Eventcoreferenceresolution交道大学

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution Drug Emporium Inc. said Gary Wilber was named CEO of this drugstore chain. He succeeds his father, Philip T. Wilber, who founded the company and remains chairman. Robert E. Lyons III, who headed the company’s Philadelphia region, was appointed president and chief operating officer, succeeding Gary Wilber

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>EntitycoreferenceresolutionDrug Emporium Inc.said GaryWilber was named CEO of this drugstorechain. He succeeds his father, Philip T. Wilber, who founded the companyand remains chairman.Robert E.Lyons lll, who headed the company'sPhiladelphia region, was appointed president and chief operating officersucceedingGaryWilber>EventcoreferenceresolutionGeorgesCiprianileftaprisoninEnsisheiminnorthernFranceonparoleon Wednesday.He departed the prison in a police vehicle bound for anopenprisonnearStrasbourg

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution Drug Emporium Inc. said Gary Wilber was named CEO of this drugstore chain. He succeeds his father, Philip T. Wilber, who founded the company and remains chairman. Robert E. Lyons III, who headed the company’s Philadelphia region, was appointed president and chief operating officer, succeeding Gary Wilber. Georges Cipriani left a prison in Ensisheim in northern France on parole on Wednesday. He departed the prison in a police vehicle bound for an open prison near Strasbourg

DefinitionCoreference resolution is thetask of determining linguistic expressionsthat refer to the same real-world entitylevent in natural language>EntitycoreferenceresolutionDrug Emporium Inc.said GaryWilber was named CEO of this drugstorechain. He succeeds his father, Philip T. Wilber, who founded the companyand remains chairman.Robert E.Lyons lll, who headed the company'sPhiladelphia region, was appointed president and chief operating officersucceedingGaryWilber>EventcoreferenceresolutionGeorgesCiprianileftaprisoninEnsisheiminnorthernFranceonparoleon Wednesday.He departed the prison in a policevehicle boundfor anopenprisonnearStrasbourg

Definition Coreference resolution is the task of determining linguistic expressions that refer to the same real-world entity/event in natural language  Entity coreference resolution  Event coreference resolution Drug Emporium Inc. said Gary Wilber was named CEO of this drugstore chain. He succeeds his father, Philip T. Wilber, who founded the company and remains chairman. Robert E. Lyons III, who headed the company’s Philadelphia region, was appointed president and chief operating officer, succeeding Gary Wilber. Georges Cipriani left a prison in Ensisheim in northern France on parole on Wednesday. He departed the prison in a police vehicle bound for an open prison near Strasbourg