SOTAVerified

Coreference Resolution

Papers

Showing 301350 of 880 papers

TitleStatusHype
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering0
Coreference Resolution in FreeLing 4.00
Coreference Resolution for the Biomedical Domain: A Survey0
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
Coreference Resolution for the Basque Language with BART0
Coreference Resolution for Swedish and German using Distant Supervision0
A Rule Based Solution to Co-reference Resolution in Clinical Text0
Coreference Resolution for Structured Drug Product Labels0
Coreference Resolution for Polish: Improvements within the CRAC 2022 Shared Task0
ARKref: a rule-based coreference resolution system0
Aligning Entity Names with Online Aliases on Twitter0
Coreference Resolution for Latvian0
Coreference Resolution Evaluation for Higher Level Applications0
Coreference Resolution as Span Boundary Alignment0
Coreference Resolution: Are the eliminated spans totally worthless?0
Coreference in Wikipedia: Main Concept Resolution0
Coreference in Spoken vs. Written Texts: a Corpus-based Analysis0
Coreference for Discourse Parsing: A Neural Approach0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images0
A Lightweight Modeling Middleware for Corpus Processing0
Active Learning for Coreference Resolution0
Coreference Clustering using Column Generation0
Coreference by Appearance: Visually Grounded Event Coreference Resolution0
A Probabilistic Model for Canonicalizing Named Entity Mentions0
Coreference-Based Text Simplification0
Coreference and Focus in Reading Times0
A Probabilistic Annotation Model for Crowdsourcing Coreference0
A Large Scale Database of Strongly-related Events in Japanese0
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments0
CorefDRE: Document-level Relation Extraction with coreference resolution0
A Predictive Model for Notional Anaphora in English0
CORBON 2017 Shared Task: Projection-Based Coreference Resolution0
Conversational Semantic Role Labeling0
A Practical Perspective on Latent Structured Prediction for Coreference Resolution0
A Knowledge Hunting Framework for Common Sense Reasoning0
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports0
Conundrums in Event Coreference Resolution: Making Sense of the State of the Art0
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art0
Apprentissage automatique d'un mod\`ele de r\'esolution de la cor\'ef\'erence \`a partir de donn\'ees orales transcrites du fran : le syst\`eme CROC0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities0
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information0
A Portuguese-Spanish Corpus Annotated for Subject Realization and Referentiality0
A Joint Model for Quotation Attribution and Coreference Resolution0
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information0
Contrastive Entity Coreference and Disambiguation for Historical Texts0
A Pipeline Japanese Entity Linking System with Embedding Features0
Context-aware Attention Model for Coreference Resolution0
context2vec: Learning Generic Context Embedding with Bidirectional LSTM0
A Pipeline For Discourse Circuits From CCG0
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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