SOTAVerified

Coreference Resolution

Papers

Showing 401425 of 880 papers

TitleStatusHype
Event Coreference Resolution Using Neural Network Classifiers0
Coarse to Fine Grained Sense Disambiguation in Wikipedia0
FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View0
Fast End-to-end Coreference Resolution for Korean0
An Extension of BLANC to System Mentions0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data0
A hierarchical taxonomy for classifying hardness of inference tasks0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events0
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search0
Evaluation of named entity coreference0
Fine-Grained Focus for Pinpointing Positive Implicit Meaning from Negated Statements0
Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective0
An Exploration of Embeddings for Generalized Phrases0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks0
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability0
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling0
From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping0
Evaluation for Partial Event Coreference0
Évaluation comparative de systèmes neuronal et statistique pour la résolution de coréférence en langage parlé (Comparative evaluation of neural and statistical coreference resolution on spoken language )0
Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art0
An Exercise in Reuse of Resources: Adapting General Discourse Coreference Resolution for Detecting Lexical Chains in Patent Documentation0
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution0
Evaluating the WordsEye Text-to-Scene System: Imaginative and Realistic Sentences0
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 540B (fine-tuned)Accuracy100Unverified
2Vega v2 6B (KD-based prompt transfer)Accuracy98.6Unverified
3UL2 20B (fine-tuned)Accuracy98.1Unverified
4Turing NLR v5 XXL 5.4B (fine-tuned)Accuracy97.3Unverified
5ST-MoE-32B 269B (fine-tuned)Accuracy96.6Unverified
6DeBERTa-1.5BAccuracy95.9Unverified
7T5-XXL 11B (fine-tuned)Accuracy93.8Unverified
8ST-MoE-L 4.1B (fine-tuned)Accuracy93.3Unverified
9RoBERTa-WinoGrande 355MAccuracy90.1Unverified
10Flan-T5 XXL (zero -shot)Accuracy89.82Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF183.6Unverified
2seq2seqF183.3Unverified
3ASP+T0-3BF182.3Unverified
4caw-coref + RoBERTaF181.6Unverified
5LingMessF181.4Unverified
6wl-coref + RoBERTaF181Unverified
7U-MEM + LongformerF180.9Unverified
8longdoc S (OntoNotes + 60k pseudo-singletons)F180.6Unverified
9G2GT SpanBERT-large reducedF180.5Unverified
10G2GT SpanBERT-large overlapF180.2Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesAvg F183.6Unverified
2seq2seqAvg F183.3Unverified
3CorefQA + SpanBERT-largeAvg F183.1Unverified
4ASP+T0-3BAvg F182.3Unverified
5wl-coref + RoBERTaAvg F181Unverified
6s2e + Longformer-LargeAvg F180.3Unverified
7c2f + SpanBERT-LargeAvg F180.2Unverified
8SpanBERT + Cluster MergingAvg F180.2Unverified
9CorefQA + SpanBERT-baseAvg F179.9Unverified
10U-MEM* + SpanBERT-largeAvg F179.6Unverified
#ModelMetricClaimedVerifiedStatus
1Coref-MTLOverall F192.72Unverified
2ProBERTOverall F192.5Unverified
3Maverick_incrOverall F191.2Unverified
4Full EnsembleOverall F190.2Unverified
5PeTraF185.3Unverified
#ModelMetricClaimedVerifiedStatus
1REXELAvg. F195.12Unverified
2JointAvg. F191.6Unverified
3KB-bothAvg. F191.5Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF166.8Unverified
2longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)F162.5Unverified
3longdoc S (OntoNotes + PreCo + LitBank)F160.3Unverified
#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-task w/ finetuneAverage F173.1Unverified
2DeepStruct multi-taskAverage F160.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrAvg F178.3Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F178.2Unverified
#ModelMetricClaimedVerifiedStatus
1MTL-corefAvg F168.2Unverified
2SpanBERTAvg F164.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrF188Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F187.6Unverified
#ModelMetricClaimedVerifiedStatus
1BFCR + SpanBERT + Transfer LearningCoNLL F161.4Unverified
2BFCR + SpanBERTCoNLL F150.4Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy81.29Unverified
2BLOOMZAccuracy69.08Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy78.31Unverified
2BLOOMZAccuracy68.67Unverified
#ModelMetricClaimedVerifiedStatus
1longdoc S (OntoNotes + PreCo + LitBank)F142.9Unverified
#ModelMetricClaimedVerifiedStatus
1dali-full-anaphoraAvg F177.9Unverified