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Coreference Resolution

Papers

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Showing 301–350 of 880 papers

TitleStatusHype
GoG: Relation-aware Graph-over-Graph Network for Visual Dialog—0
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information—0
XCoref: Cross-document Coreference Resolution in the Wild—0
Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation SchemesCode0
Exophoric Pronoun Resolution in Dialogues with Topic RegularizationCode0
Neural End-to-end Coreference Resolution for German in Different Domains—0
A Multi-Pass Sieve Coreference Resolution for Indonesian—0
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues—0
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation—0
Annotation and Evaluation of Coreference Resolution in Screenplays—0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution—0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Multilingual Coreference Resolution with Harmonized Annotations—0
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline—0
The MultiBERTs: BERT Reproductions for Robustness AnalysisCode0
Self-supervised Dialogue Learning for Spoken Conversational Question Answering—0
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresCode0
Constrained Multi-Task Learning for Event Coreference ResolutionCode0
Annotating anaphoric phenomena in situated dialogue—0
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions—0
GENE: Global Event Network EmbeddingCode0
qxoRef 1.0: A coreference corpus and mention-pair baseline for coreference resolution in Conchucos QuechuaCode0
CEREC: A Corpus for Entity Resolution in Email ConversationsCode0
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
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
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Detecting Scenes in Fiction: A new Segmentation Task—0
Automatic Data Acquisition for Event Coreference ResolutionCode0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines—0
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
Coreference Resolution in Research Papers from Multiple DomainsCode0
Coreference Resolution: Are the eliminated spans totally worthless?—0
Coreference Reasoning in Machine Reading ComprehensionCode0
Aspect Extraction Using Coreference Resolution and Unsupervised Filtering—0
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing—0
Enhanced Labelling in Active Learning for Coreference Resolution—0
Bridging Resolution: A Survey of the State of the Art—0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings—0
Variation in Coreference Strategies across Genres and Production MediaCode0
Multitask Learning-Based Neural Bridging Reference ResolutionCode0
Sequence to Sequence Coreference ResolutionCode0
It’s absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution?—0
Predicting Coreference in Abstract Meaning Representations—0
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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