SOTAVerified

Coreference Resolution

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 880 papers

TitleStatusHype
Comparison of Coreference Resolvers for Deep Syntax Translation—0
Computational Analysis of Referring Expressions in Narratives of Picture Books—0
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization—0
Conceptual and Practical Steps in Event Coreference Analysis of Large-scale Data—0
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes—0
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''—0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?—0
Context-aware Attention Model for Coreference Resolution—0
Contrastive Entity Coreference and Disambiguation for Historical Texts—0
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information—0
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information—0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities—0
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art—0
Conundrums in Event Coreference Resolution: Making Sense of the State of the Art—0
Conversational Semantic Role Labeling—0
CORBON 2017 Shared Task: Projection-Based Coreference Resolution—0
CorefDRE: Document-level Relation Extraction with coreference resolution—0
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments—0
Coreference and Focus in Reading Times—0
Coreference-Based Text Simplification—0
Coreference by Appearance: Visually Grounded Event Coreference Resolution—0
Coreference Clustering using Column Generation—0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes—0
A Concrete Chinese NLP Pipeline—0
Coreference in Wikipedia: Main Concept Resolution—0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
Broad Context Language Modeling as Reading Comprehension—0
Coreference Resolution Evaluation for Higher Level Applications—0
Coreference Resolution for Latvian—0
A Discriminative Hierarchical Model for Fast Coreference at Large Scale—0
Coreference Resolution for Structured Drug Product Labels—0
Coreference Resolution for Swedish and German using Distant Supervision—0
Coreference Resolution for the Basque Language with BART—0
Coreference Resolution for the Biomedical Domain: A Survey—0
Coreference Resolution in FreeLing 4.0—0
Bridging resolution: Task definition, corpus resources and rule-based experiments—0
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering—0
Bridging Resolution: A Survey of the State of the Art—0
Coreference Resolution on Math Problem Text in Japanese—0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
Coreference Resolution through a seq2seq Transition-Based System—0
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing—0
A Constrained Latent Variable Model for Coreference Resolution—0
Coreference Resolution with ILP-based Weighted Abduction—0
Bridging Relations in Polish: Adaptation of Existing Typologies—0
Bridging Corpus for Russian in comparison with Czech—0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures—0
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding—0
Book Review: Bayesian Analysis in Natural Language Processing by Shay Cohen—0
Show:102550
← PrevPage 5 of 18Next →
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