Event Coreference Resolution

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

4 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

30 shown of 30 papers with code (72 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia
  11 Apr 2021 2 repositories listed
  To complement these resources and enhance future research, we present Wikipedia Event Coreference (WEC), an efficient methodology for gathering a large-scale dataset for cross-document event coreference from Wikipedia,…
• CDLM: Cross-Document Language Modeling
  2 Jan 2021 2 repositories listed
  We introduce a new pretraining approach geared for multi-document language modeling, incorporating two key ideas into the masked language modeling self-supervised objective.
• Paraphrasing vs Coreferring: Two Sides of the Same Coin
  30 Apr 2020 2 repositories listed
  We study the potential synergy between two different NLP tasks, both confronting predicate lexical variability: identifying predicate paraphrases, and event coreference resolution.
• LegalCore: A Dataset for Legal Documents Event Coreference Resolution
  18 Feb 2025 1 repository listed
  In this paper, we present the first dataset for the legal domain, LegalCore, which has been annotated with comprehensive event and event coreference information.
• Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information
  23 Jun 2024 1 repository listed
  Existing cross-document event coreference resolution models, which either compute mention similarity directly or enhance mention representation by extracting event arguments (such as location, time, agent, and patient),…
• EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models
  20 Jun 2024 1 repository listed
  Event Coreference Resolution (ECR) is the task of clustering event mentions that refer to the same real-world event.
• Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models
  4 Jun 2024 1 repository listed
  Experimental results demonstrate that our approach surpasses the performance of both the large and small language models individually, forming a complementary advantage.
• Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles
  13 Apr 2024 1 repository listed
  We establish three methods that incorporate images and text for coreference: 1) a standard fused model with finetuning, 2) a novel linear mapping method without finetuning and 3) an ensembling approach based on…
• Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation
  4 Apr 2024 1 repository listed Syntology ran 7 of 12 samples · 5 unverified · 12 pointer-only (licence)
  In NLP, Event Coreference Resolution (ECR) is the task of connecting event clusters that refer to the same underlying real-life event, usually via neural systems.
• A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution
  2 Apr 2024 1 repository listed
  Based on Pre-trained Language Models (PLMs), event coreference resolution (ECR) systems have demonstrated outstanding performance in clustering coreferential events across documents.
• Linear Cross-document Event Coreference Resolution with X-AMR
  25 Mar 2024 1 repository listed
  We then linearize the ECR with a novel multi-hop coreference algorithm over the event graphs.
• CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities
  23 Oct 2023 1 repository listed
  Event coreference resolution (ECR) aims to group event mentions referring to the same real-world event into clusters.
• 2∗n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable Problems
  1 Jul 2023 1 repository listed
  Event Coreference Resolution (ECR) is the task of linking mentions of the same event either within or across documents.
• How Good is the Model in Model-in-the-loop Event Coreference Resolution Annotation?
  6 Jun 2023 1 repository listed
  Annotating cross-document event coreference links is a time-consuming and cognitively demanding task that can compromise annotation quality and efficiency.
• 2 * n is better than n²: Decomposing Event Coreference Resolution into Two Tractable Problems
  9 May 2023 1 repository listed
  Event Coreference Resolution (ECR) is the task of linking mentions of the same event either within or across documents.
• What happens before and after: Multi-Event Commonsense in Event Coreference Resolution
  20 Feb 2023 1 repository listed
  Event coreference models cluster event mentions pertaining to the same real-world event.
• Cross-document Misinformation Detection based on Event Graph Reasoning
  1 Jul 2022 1 repository listed
  Inspired by this process, we propose a novel task of cross-document misinformation detection.
• Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach
  28 Jun 2022 1 repository listed
  A timeline provides one of the most effective ways to visualize the important historical facts that occurred over a period of time, presenting the insights that may not be so apparent from reading the equivalent…
• Event Coreference Resolution for Contentious Politics Events
  18 Mar 2022 1 repository listed
  We propose a dataset for event coreference resolution, which is based on random samples drawn from multiple sources, languages, and countries.
• Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
  11 Oct 2021 1 repository listed
  We model the entities/events in a reader's focus as a neighborhood within a learned latent embedding space which minimizes the distance between mentions and the centroids of their gold coreference clusters.
• Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News
  1 Oct 2021 1 repository listed
  Cross-document event coreference resolution (CDCR) is the task of identifying which event mentions refer to the same events throughout a collection of documents.
• Constrained Multi-Task Learning for Event Coreference Resolution
  1 Jun 2021 1 repository listed
  We propose a neural event coreference model in which event coreference is jointly trained with five tasks: trigger detection, entity coreference, anaphoricity determination, realis detection, and argument extraction.
• GENE: Global Event Network Embedding
  1 Jun 2021 1 repository listed
  Current methods for event representation ignore related events in a corpus-level global context.
• A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
  4 Apr 2021 1 repository listed
  Event coreference resolution is an important research problem with many applications.
• Automatic Data Acquisition for Event Coreference Resolution
  1 Apr 2021 1 repository listed
  We propose to leverage lexical paraphrases and high precision rules informed by news discourse structure to automatically collect coreferential and non-coreferential event pairs from unlabeled English news articles.
• Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora
  24 Nov 2020 1 repository listed
  This raises strong concerns on their generalizability -- a must-have for downstream applications where the magnitude of domains or event mentions is likely to exceed those found in a curated corpus.
• End-to-End Neural Event Coreference Resolution
  17 Sep 2020 1 repository listed
  Traditional event coreference systems usually rely on pipeline framework and hand-crafted features, which often face error propagation problem and have poor generalization ability.
• Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
  4 Jun 2019 1 repository listed
  Our analysis confirms that all our representation elements, including the mention span itself, its context, and the relation to other mentions contribute to the model's success.
• Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization
  28 May 2018 1 repository listed
  This work provides insight and motivating results for a new general approach to solving coreference and clustering problems with representation learning.
• TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution
  6 Nov 2017 1 repository listed
  Our simple system designed using minimal features achieved the micro-average F1 scores of 57.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.