Coreference Resolution

254 papers with code • 15 benchmarks • 42 datasets

Coreference resolution is the task of clustering mentions in text that refer to the same underlying real world entities.

Example:

               +-----------+
               |           |
I voted for Obama because he was most aligned with my values", she said.
 |                                                 |            |
 +-------------------------------------------------+------------+

"I", "my", and "she" belong to the same cluster and "Obama" and "he" belong to the same cluster.

SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolution

yilunzhu/splice 25 Mar 2024

We then propose a two-step neural mention and coreference resolution system, named SPLICE, and compare its performance to the end-to-end approach in two scenarios: the OntoNotes test set and the out-of-domain (OOD) OntoGUM corpus.

0
25 Mar 2024

Multilingual Coreference Resolution in Low-resource South Asian Languages

ritwikmishra/transmucores 21 Feb 2024

We introduce a Translated dataset for Multilingual Coreference Resolution (TransMuCoRes) in 31 South Asian languages using off-the-shelf tools for translation and word-alignment.

0
21 Feb 2024

Towards Transparency in Coreference Resolution: A Quantum-Inspired Approach

hwazni/qcoref 1 Dec 2023

Previous work extended the QNLP translation to discourse structure using points in a closure of Hilbert spaces.

1
01 Dec 2023

ÚFAL CorPipe at CRAC 2023: Larger Context Improves Multilingual Coreference Resolution

ufal/crac2023-corpipe 24 Nov 2023

We present CorPipe, the winning entry to the CRAC 2023 Shared Task on Multilingual Coreference Resolution.

4
24 Nov 2023

CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies

ariecattan/champ 19 Nov 2023

Various NLP tasks require a complex hierarchical structure over nodes, where each node is a cluster of items.

2
19 Nov 2023

Investigating Multilingual Coreference Resolution by Universal Annotations

haixiachai/multi-coref 26 Oct 2023

Multilingual coreference resolution (MCR) has been a long-standing and challenging task.

0
26 Oct 2023

CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities

jsksxs360/prompt-event-coref-emnlp2023 23 Oct 2023

Event coreference resolution (ECR) aims to group event mentions referring to the same real-world event into clusters.

4
23 Oct 2023

Seq2seq is All You Need for Coreference Resolution

wenzhengzhang/seq2seqcoref 20 Oct 2023

Existing works on coreference resolution suggest that task-specific models are necessary to achieve state-of-the-art performance.

12
20 Oct 2023

Semi-supervised multimodal coreference resolution in image narrations

vico-uoe/cin-ssl 20 Oct 2023

In this paper, we study multimodal coreference resolution, specifically where a longer descriptive text, i. e., a narration is paired with an image.

5
20 Oct 2023

CAW-coref: Conjunction-Aware Word-level Coreference Resolution

kareldo/wl-coref 9 Oct 2023

State-of-the-art coreference resolutions systems depend on multiple LLM calls per document and are thus prohibitively expensive for many use cases (e. g., information extraction with large corpora).

7
09 Oct 2023