SOTAVerified

Coreference Resolution

Papers

Showing 851880 of 880 papers

TitleStatusHype
Crowdsourcing and Aggregating Nested Markable AnnotationsCode0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLUCode0
Using Coreference Links to Improve Spanish-to-English Machine TranslationCode0
The Role of Natural Language Processing Tasks in Automatic Literary Character Network ConstructionCode0
What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesCode0
Asking and Answering Questions to Extract Event-Argument StructuresCode0
Sequence to Sequence Coreference ResolutionCode0
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference ResolversCode0
The Stanford CoreNLP Natural Language Processing ToolkitCode0
Signed Coreference ResolutionCode0
Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionCode0
Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV ShowsCode0
QA-It: Classifying Non-Referential It for Question Answer PairsCode0
Learning Global Features for Coreference ResolutionCode0
Towards Evaluation of Cross-document Coreference Resolution Models Using Datasets with Diverse Annotation SchemesCode0
Similarity-based Memory Enhanced Joint Entity and Relation ExtractionCode0
CHAMP: Efficient Annotation and Consolidation of Cluster HierarchiesCode0
ÚFAL CorPipe at CRAC 2022: Effectivity of Multilingual Models for Coreference ResolutionCode0
Corpus for Coreference Resolution on Scientific PapersCode0
ÚFAL CorPipe at CRAC 2023: Larger Context Improves Multilingual Coreference ResolutionCode0
qxoRef 1.0: A coreference corpus and mention-pair baseline for coreference resolution in Conchucos QuechuaCode0
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference ResolutionCode0
LegalCore: A Dataset for Legal Documents Event Coreference ResolutionCode0
CEREC: A Corpus for Entity Resolution in Email ConversationsCode0
CAW-coref: Conjunction-Aware Word-level Coreference ResolutionCode0
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity LinkingCode0
Light Coreference Resolution for Russian with Hierarchical Discourse FeaturesCode0
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on NovelsCode0
Linear Cross-document Event Coreference Resolution with X-AMRCode0
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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
7SpanBERT + Cluster MergingAvg F180.2Unverified
8c2f + SpanBERT-LargeAvg 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