SOTAVerified

Coreference Resolution

Papers

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Showing 251–300 of 880 papers

TitleStatusHype
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues—0
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference ResolutionCode1
Annotation and Evaluation of Coreference Resolution in Screenplays—0
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation—0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution—0
End-to-End AMR Coreference ResolutionCode1
Multilingual Coreference Resolution with Harmonized Annotations—0
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference ResolutionCode1
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline—0
The MultiBERTs: BERT Reproductions for Robustness AnalysisCode0
Realistic Evaluation Principles for Cross-document Coreference ResolutionCode1
Self-supervised Dialogue Learning for Spoken Conversational Question Answering—0
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresCode0
Cross-document Coreference Resolution over Predicted MentionsCode1
Annotating anaphoric phenomena in situated dialogue—0
qxoRef 1.0: A coreference corpus and mention-pair baseline for coreference resolution in Conchucos QuechuaCode0
GENE: Global Event Network EmbeddingCode0
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions—0
Constrained Multi-Task Learning for Event Coreference ResolutionCode0
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking SystemCode1
Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention NetworkCode1
CEREC: A Corpus for Entity Resolution in Email ConversationsCode0
CREAD: Combined Resolution of Ellipses and Anaphora in DialoguesCode1
The Swedish Winogender Dataset—0
Adapting Coreference Resolution for Processing Violent Death Narratives—0
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance—0
SciCo: Hierarchical Cross-Document Coreference for Scientific ConceptsCode1
Moving on from OntoNotes: Coreference Resolution Model TransferCode1
Sequential Cross-Document Coreference Resolution—0
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema—0
Adapting Coreference Resolution Models through Active LearningCode0
Conversational Semantic Role Labeling—0
WEC: Deriving a Large-scale Cross-document Event Coreference dataset from WikipediaCode1
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionCode1
Detecting Scenes in Fiction: A new Segmentation Task—0
Automatic Data Acquisition for Event Coreference ResolutionCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines—0
An End-to-end Model for Entity-level Relation Extraction using Multi-instance LearningCode1
Counting Protests in News Articles: A Dataset and Semi-Automated Data Collection Pipeline—0
LOME: Large Ontology Multilingual Extraction—0
Joint Coreference Resolution and Character Linking for Multiparty ConversationCode0
Structured Prediction as Translation between Augmented Natural LanguagesCode1
Coreference Resolution in Research Papers from Multiple DomainsCode0
Coreference Resolution: Are the eliminated spans totally worthless?—0
Coreference Resolution without Span RepresentationsCode1
CDLM: Cross-Document Language ModelingCode1
Coreference Reasoning in Machine Reading ComprehensionCode0
Sequence to Sequence 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
7SpanBERT + Cluster MergingAvg F180.2—Unverified
8c2f + SpanBERT-LargeAvg 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