SOTAVerified

Coreference Resolution

Papers

Showing 851880 of 880 papers

TitleStatusHype
Entity Clustering Across Languages0
Entity Linking with people entity on Wikipedia0
Error analysis for anaphora resolution in Russian: new challenging issues for anaphora resolution task in a morphologically rich language0
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation0
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction0
Evaluating and Improving the Coreference Capabilities of Machine Translation Models0
Evaluating automatic cross-domain Dutch semantic role annotation0
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance0
Evaluating the WordsEye Text-to-Scene System: Imaginative and Realistic Sentences0
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
Evaluation for Partial Event Coreference0
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks0
Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective0
Evaluation of named entity coreference0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events0
Event Coreference Resolution Using Neural Network Classifiers0
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information0
Event Coreference Resolution with Multi-Pass Sieves0
Event Coreference Resolution with Non-Local Information0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings0
Event Linking with Sentential Features from Convolutional Neural Networks0
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries0
Examining risks of racial biases in NLP tools for child protective services0
Examining the Impact of Coreference Resolution on Quote Attribution0
Experiments on bridging across languages and genres0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution0
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution0
Exploring Coreference Features in Heterogeneous Data0
Exploring Semi-Supervised Coreference Resolution of Medical Concepts using Semantic and Temporal 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