Papers Coreference Resolution
“Coreference Resolution” 태그가 달린 논문 924편 · 필터 해제
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English
Pronoun Coreference Resolution (PCR) is the task of resolving pronominal expressions to all mentions they refer to. Compared with the general coreference resolution task, the main challenge of PCR is the coreference rela…
coreference-resolutionCoreference ResolutionNatural Language UnderstandingRelation Prediction+1FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View
This paper presents a new corpus and annotation guideline for a novel coreference resolution task on fictional texts, and analyzes its unique characteristics. FantasyCoref contains 211 stories of Grimms’ Fairy Tales and …
coreference-resolutionCoreference ResolutionDramaCoref: A Hybrid Coreference Resolution System for German Theater Plays
We present a system for resolving coreference on theater plays, DramaCoref. The system uses neural network techniques to provide a list of potential mentions. These mentions are assigned to common entities using generic …
coreference-resolutionCoreference ResolutionA Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature
We introduce a modular, hybrid coreference resolution system that extends a rule-based baseline with three neural classifiers for the subtasks mention detection, mention attributes (gender, animacy, number), and pronoun …
coreference-resolutionCoreference ResolutionFeature EngineeringLazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools
Large annotated corpora for coreference resolution are available for few languages. For machine translation, however, strong black-box systems exist for many languages. We empirically explore the appealing idea of levera…
coreference-resolutionCoreference ResolutionMachine TranslationTranslationResources and Evaluations for Danish Entity Resolution
Automatic coreference resolution is understudied in Danish even though most of the Danish Dependency Treebank (Buch-Kromann, 2003) is annotated with coreference relations. This paper describes a conversion of its partial…
coreference-resolutionCoreference ResolutionEntity DisambiguationEntity Linking+1Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution
In this paper, we develop bilingual transfer learning approaches to improve Arabic coreference resolution by leveraging additional English annotation via bilingual or multilingual pre-trained transformers. We show that b…
coreference-resolutionCoreference ResolutionTransfer LearningCoreference by Appearance: Visually Grounded Event Coreference Resolution
Event coreference resolution is critical to understand events in the growing number of online news with multiple modalities including text, video, speech, etc. However, the events and entities depicting in different moda…
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionMachine Translation+1Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms
SOTA coreference resolution produces increasingly impressive scores on the OntoNotes benchmark. However lack of comparable data following the same scheme for more genres makes it difficult to evaluate generalizability to…
Anatomycoreference-resolutionCoreference ResolutionToward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*
Abstract Correctly resolving textual mentions of people fundamentally entails making inferences about those people. Such inferences raise the risk of systematic biases in coreference resolution systems, including biases …
coreference-resolutionCoreference ResolutionSociologyContrastive Learning for Context-aware Neural Machine Translation Using Coreference Information
Context-aware neural machine translation (NMT) incorporates contextual information of surrounding texts, that can improve the translation quality of document-level machine translation. Many existing works on context-awar…
Contrastive Learningcoreference-resolutionCoreference ResolutionData Augmentation+5Qualitative and Quantitative Analysis of Diversity in Cross-document Coreference Resolution Datasets
Established cross-document coreference resolution (CDCR) datasets contain manually annotated event-centric mentions of events and entities that form coreference chains with identity relations. In this paper, we qualitati…
coreference-resolutionCoreference ResolutionCross Document Coreference ResolutionDiversityAnatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms
SOTA coreference resolution produces increasingly impressive scores on the OntoNotes benchmark. However lack of comparable data following the same scheme for more genres makes it difficult to evaluate generalizability to…
Anatomycoreference-resolutionCoreference ResolutionImproving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting
Existing studies addressing gender bias of pre-trained language models, usually build a small gender-neutral data set and conduct a second phase pre-training on the model with such data. However, given the limited size a…
coreference-resolutionCoreference ResolutionFairnessFocus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
Performing event and entity coreference resolution across documents vastly increases the number of candidate mentions, making it intractable to do the full $n^2$ pairwise comparisons. Existing approaches simplify by cons…
coreference-resolutionCoreference ResolutionEntity Cross-Document Coreference ResolutionEvent Coreference Resolution+1A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution
Coreference Resolution is an important NLP task and most state-of-the-art methods rely on word embeddings for word representation. However, one issue that has been largely overlooked in literature is that of comparing th…
coreference-resolutionCoreference ResolutionWord EmbeddingsEvent Coreference Data (Almost) for Free: Mining Hyperlinks from Online News
Cross-document event coreference resolution (CDCR) is the task of identifying which event mentions refer to the same events throughout a collection of documents. Annotating CDCR data is an arduous and expensive process, …
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionSecond Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution
We observe an instance of gender-induced bias in a downstream application, despite the absence of explicit gender words in the test cases. We provide a test set, SoWinoBias, for the purpose of measuring such latent gende…
Bias Detectioncoreference-resolutionCoreference ResolutionGender Bias DetectionJoint Multimedia Event Extraction from Video and Article
Visual and textual modalities contribute complementary information about events described in multimedia documents. Videos contain rich dynamics and detailed unfoldings of events, while text describes more high-level and …
Articlescoreference-resolutionCoreference ResolutionEvent Coreference Resolution+1Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
It is often posited that more predictable parts of a speaker's meaning tend to be made less explicit, for instance using shorter, less informative words. Studying these dynamics in the domain of referring expressions has…
coreference-resolutionCoreference ResolutionFormReferring Expression