SOTAVerified

Coreference Resolution

Papers

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Showing 251–300 of 880 papers

TitleStatusHype
Event Coreference Resolution for Contentious Politics EventsCode0
Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 ChallengeCode0
CorefDRE: Document-level Relation Extraction with coreference resolution—0
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsCode0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
ezCoref: A Scalable Approach for Collecting Crowdsourced Annotations for Coreference Resolution—0
Cross-document Misinformation Detection based on Event Graph Reasoning—0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes—0
UNITER-Based Situated Coreference Resolution with Rich Multimodal InputCode0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
Coreference Resolution as Span Boundary Alignment—0
Combating Spurious Features by Distribution Difference Regularization—0
Placing (Historical) Events on a Timeline: A Classification cum Co-ref Resolution Approach—0
Graph Refinement for Coreference Resolution—0
Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction—0
Tackling Situated Multi-Modal Task-Oriented Dialogs with a Single Transformer Model—0
How Good is a Recommender in Machine-Assisted Cross Document Event Coreference Resolution Annotation?—0
A Multilingual Corpus for Socio-political Event Coreference Resolution—0
Coreference by Appearance: Visually Grounded Event Coreference Resolution—0
Conundrums in Event Coreference Resolution: Making Sense of the State of the Art—0
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information—0
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionCode0
Neural Anaphora Resolution in Dialogue—0
FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View—0
Signed Coreference ResolutionCode0
The Pipeline Model for Resolution of Anaphoric Reference and Resolution of Entity Reference—0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English—0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?—0
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport—0
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms—0
The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis—0
Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task—0
Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools—0
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionCode0
Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*—0
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution JointlyCode0
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution.Code0
DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays—0
Resources and Evaluations for Danish Entity Resolution—0
Qualitative and Quantitative Analysis of Diversity in Cross-document Coreference Resolution Datasets—0
Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms—0
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting—0
Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceCode0
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference ResolutionCode0
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsCode0
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference ResolutionCode0
Joint Multimedia Event Extraction from Video and Article—0
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolutionCode0
Coreference Resolution for the Biomedical Domain: A Survey—0
Improving Span Representation for Domain-adapted Coreference ResolutionCode0
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All datasetsWinograd Schema ChallengeOntoNotesCoNLL-2012GAPDWIEWikiCorefCoNLL12LitBankOntoGUMPreCoSTM-corefXWinograd EN

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 540B (fine-tuned)Accuracy100—Unverified
2Vega v2 6B (KD-based prompt transfer)Accuracy98.6—Unverified
3UL2 20B (fine-tuned)Accuracy98.1—Unverified
4Turing NLR v5 XXL 5.4B (fine-tuned)Accuracy97.3—Unverified
5ST-MoE-32B 269B (fine-tuned)Accuracy96.6—Unverified
6DeBERTa-1.5BAccuracy95.9—Unverified
7T5-XXL 11B (fine-tuned)Accuracy93.8—Unverified
8ST-MoE-L 4.1B (fine-tuned)Accuracy93.3—Unverified
9RoBERTa-WinoGrande 355MAccuracy90.1—Unverified
10Flan-T5 XXL (zero -shot)Accuracy89.82—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF183.6—Unverified
2seq2seqF183.3—Unverified
3ASP+T0-3BF182.3—Unverified
4caw-coref + RoBERTaF181.6—Unverified
5LingMessF181.4—Unverified
6wl-coref + RoBERTaF181—Unverified
7U-MEM + LongformerF180.9—Unverified
8longdoc S (OntoNotes + 60k pseudo-singletons)F180.6—Unverified
9G2GT SpanBERT-large reducedF180.5—Unverified
10G2GT SpanBERT-large overlapF180.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesAvg F183.6—Unverified
2seq2seqAvg F183.3—Unverified
3CorefQA + SpanBERT-largeAvg F183.1—Unverified
4ASP+T0-3BAvg F182.3—Unverified
5wl-coref + RoBERTaAvg F181—Unverified
6s2e + Longformer-LargeAvg F180.3—Unverified
7c2f + SpanBERT-LargeAvg F180.2—Unverified
8SpanBERT + Cluster MergingAvg F180.2—Unverified
9CorefQA + SpanBERT-baseAvg F179.9—Unverified
10U-MEM* + SpanBERT-largeAvg F179.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Coref-MTLOverall F192.72—Unverified
2ProBERTOverall F192.5—Unverified
3Maverick_incrOverall F191.2—Unverified
4Full EnsembleOverall F190.2—Unverified
5PeTraF185.3—Unverified
#ModelMetricClaimedVerifiedStatus
1REXELAvg. F195.12—Unverified
2JointAvg. F191.6—Unverified
3KB-bothAvg. F191.5—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF166.8—Unverified
2longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)F162.5—Unverified
3longdoc S (OntoNotes + PreCo + LitBank)F160.3—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-task w/ finetuneAverage F173.1—Unverified
2DeepStruct multi-taskAverage F160.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrAvg F178.3—Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F178.2—Unverified
#ModelMetricClaimedVerifiedStatus
1MTL-corefAvg F168.2—Unverified
2SpanBERTAvg F164.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrF188—Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F187.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BFCR + SpanBERT + Transfer LearningCoNLL F161.4—Unverified
2BFCR + SpanBERTCoNLL F150.4—Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy81.29—Unverified
2BLOOMZAccuracy69.08—Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy78.31—Unverified
2BLOOMZAccuracy68.67—Unverified
#ModelMetricClaimedVerifiedStatus
1longdoc S (OntoNotes + PreCo + LitBank)F142.9—Unverified
#ModelMetricClaimedVerifiedStatus
1dali-full-anaphoraAvg F177.9—Unverified