Papers Coreference Resolution
“Coreference Resolution” 태그가 달린 논문 924편 · 필터 해제
Combating Spurious Features by Distribution Difference Regularization
Prior studies show that spurious features are inevitable to avoid in the data collection process. These spurious features cause a shortcut for a model making bad prediction in real world test data due to ignoring the rea…
coreference-resolutionCoreference ResolutionTackling Situated Multi-Modal Task-Oriented Dialogs with a Single Transformer Model
The Situated Interactive Multi-Modal Conversations (SIMMC) 2.0 aims to create virtual shopping assistants that can accept complex multi-modal inputs, i.e. visual appearances of objects and user utterances. It consists of…
coreference-resolutionCoreference ResolutionDecoderdialog state tracking+1Placing (Historical) Events on a Timeline: A Classification cum Co-ref Resolution Approach
The event timeline provides one of the most effective ways to visualize the important historical events that occurred over a period of time, presenting the insights that may not be so apparent from reading the equivalent…
Articlescoreference-resolutionCoreference ResolutionEvent Coreference Resolution+2Graph Refinement for Coreference Resolution
The state-of-the-art models for coreference resolution are based on independent mention pair-wise decisions. We propose a modelling approach that learns coreference at the document-level and takes global decisions. For t…
coreference-resolutionCoreference ResolutionA Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision
Labeled data for the task of Coreference Resolution is a scarce resource, requiring significant human effort. While state-of-the-art coreference models rely on such data, we propose an approach that leverages an end-to-e…
coreference-resolutionCoreference ResolutionHow Good is a Recommender in Machine-Assisted Cross Document Event Coreference Resolution Annotation?
Annotating cross document event coreference links is a tedious task that requires annotators to have near-oracle knowledge of a document collection. The heavy cognitive load of this task decreases overall annotation qual…
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionSeq2rel: A sequence-to-sequence-based approach for document-level relation extraction
Motivated by the fact that many relations cross the sentence boundary, there has been increasing interest in document-level relation extraction (RE). Document-level RE requires integrating information within and across s…
coreference-resolutionCoreference ResolutionDocument-level Relation ExtractionJoint Entity and Relation Extraction+3Coreference Resolution as Span Boundary Alignment
We propose a new fast and accurate solution for coreference resolution, in which the task is formulated as a span boundary alignment problem. In this solution, a mention is linked to another one via two edges modeling ho…
coreference-resolutionCoreference ResolutionA Multilingual Corpus for Socio-political Event Coreference Resolution
We propose a dataset for event coreference resolution, which is based on random samples drawn from multiple sources, languages, and countries. Early scholarship on event information collection has not quantified the cont…
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionNeural Anaphora Resolution in Dialogue
We describe the systems that we developed for the three tracks of the CODI-CRAC 2021 shared task, namely entity coreference resolution, bridging resolution, and discourse deixis resolution. Our team ranked second for ent…
coreference-resolutionCoreference ResolutionAnaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task
We describe the system developed by the DFKI-TalkingRobots Team for the CODI-CRAC 2021 Shared-Task on anaphora resolution in dialogue. Our system consists of three subsystems: (1) the Workspace Coreference System (WCS) i…
coreference-resolutionCoreference ResolutionSemantic SimilaritySemantic Textual SimilarityThe Pipeline Model for Resolution of Anaphoric Reference and Resolution of Entity Reference
The objective of anaphora resolution in dialogue shared-task is to go above and beyond the simple cases of coreference resolution in written text on which NLP has mostly focused so far, which arguably overestimate the pe…
coreference-resolutionCoreference ResolutionReferring ExpressionThe CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis
The CODI-CRAC 2021 shared task is the first shared task that focuses exclusively on anaphora resolution in dialogue and provides three tracks, namely entity coreference resolution, bridging resolution, and discourse deix…
coreference-resolutionCoreference ResolutionTackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly
Zero pronoun resolution aims at recognizing dropped pronouns and pointing out their anaphoric mentions, while non-zero coreference resolution targets at clustering mentions referring to the same entity. Existing efforts …
coreference-resolutionCoreference ResolutionA 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 EmbeddingsConundrums in Event Coreference Resolution: Making Sense of the State of the Art
Despite recent promising results on the application of span-based models for event reference interpretation, there is a lack of understanding of what has been improved. We present an empirical analysis of a state-of-the-…
coreference-resolutionCoreference ResolutionEvent Coreference ResolutionCan We Improve Model Robustness through Secondary Attribute Counterfactuals?
Developing robust NLP models that perform well on many, even small, slices of data is a significant but important challenge, with implications from fairness to general reliability. To this end, recent research has explor…
Attributecoreference-resolutionCoreference Resolutioncounterfactual+2Signed Coreference Resolution
Coreference resolution is key to many natural language processing tasks and yet has been relatively unexplored in Sign Language Processing. In signed languages, space is primarily used to establish reference. Solving cor…
coreference-resolutionCoreference ResolutionWino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution
Winograd schemas are a well-established tool for evaluating coreference resolution (CoR) and commonsense reasoning (CSR) capabilities of computational models. So far, schemas remained largely confined to English, limitin…
Common Sense Reasoningcoreference-resolutionCoreference ResolutionMachine Translation+3Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport
We study a new problem of cross-lingual transfer learning for event coreference resolution (ECR) where models trained on data from a source language are adapted for evaluations in different target languages. We introduce…
coreference-resolutionCoreference ResolutionCross-Lingual TransferEvent Coreference Resolution+4