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Coreference Resolution

Papers

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Showing 751–800 of 880 papers

TitleStatusHype
Multilingual Coreference Resolution in Low-resource South Asian LanguagesCode0
GENE: Global Event Network EmbeddingCode0
UNITER-Based Situated Coreference Resolution with Rich Multimodal InputCode0
Are Large Language Models Robust Coreference Resolvers?Code0
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic EvaluationCode0
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented RegularizationCode0
Resolving Gendered Ambiguous Pronouns with BERTCode0
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionCode0
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference ResolutionCode0
BenCoref: A Multi-Domain Dataset of Nominal Phrases and Pronominal Reference AnnotationsCode0
Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality EnsemblesCode0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference ResolutionCode0
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
Multi-task Learning Based Neural Bridging Reference ResolutionCode0
Multitask Learning-Based Neural Bridging Reference ResolutionCode0
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical CaseCode0
Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionCode0
Ellipsis Resolution as Question Answering: An EvaluationCode0
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution ModelsCode0
Incremental Neural Coreference Resolution in Constant MemoryCode0
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction ParadigmCode0
An Empirical Study of Chinese Name Matching and ApplicationsCode0
He Said, She Said: Style Transfer for Shifting the Perspective of DialoguesCode0
Natural Language Processing for Information ExtractionCode0
Dynamic Entity Representations in Neural Language ModelsCode0
Automatic Data Acquisition for Event Coreference ResolutionCode0
How Good is the Model in Model-in-the-loop Event Coreference Resolution Annotation?Code0
How Language Models Prioritize Contextual Grammatical Cues?Code0
Syntactic Scaffolds for Semantic StructuresCode0
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolutionCode0
Discourse structure interacts with reference but not syntax in neural language modelsCode0
SP-10K: A Large-scale Evaluation Set for Selectional Preference AcquisitionCode0
Coreference Reasoning in Machine Reading ComprehensionCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
What GPT Knows About Who is WhoCode0
IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMsCode0
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution JointlyCode0
TAMU at KBP 2017: Event Nugget Detection and Coreference ResolutionCode0
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary PronounsCode0
ThaiCoref: Thai Coreference Resolution DatasetCode0
Neural Mention DetectionCode0
Constrained Multi-Task Learning for Event Coreference ResolutionCode0
Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsCode0
NLATool: an Application for Enhanced Deep Text UnderstandingCode0
The ACoLi CoNLL Libraries: Beyond Tab-Separated ValuesCode0
Comparing Humans and Models on a Similar Scale: Towards Cognitive Gender Bias Evaluation in Coreference ResolutionCode0
Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge DistillationCode0
What happens before and after: Multi-Event Commonsense in Event Coreference ResolutionCode0
Improving Multi-turn Dialogue Modelling with Utterance ReWriterCode0
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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