SOTAVerified

Coreference Resolution

Papers

Showing 651700 of 880 papers

TitleStatusHype
Coreference Resolution to Support IE from Indian Classical Music Forums0
A Strong Lexical Matching Method for the Machine Comprehension Test0
Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model0
Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts0
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation0
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron0
Joint Mention Extraction and Classification with Mention Hypergraphs0
Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective0
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model0
Adapting Coreference Resolution for Narrative Processing0
Comparison of Coreference Resolvers for Deep Syntax Translation0
Entity-Centric Coreference Resolution with Model Stacking0
Using prosodic annotations to improve coreference resolution of spoken text0
The Users Who Say `Ni': Audience Identification in Chinese-language Restaurant Reviews0
Visual Error Analysis for Entity Linking0
Transferring Coreference Resolvers with Posterior Regularization0
Plug Latent Structures and Play Coreference Resolution0
Knowledge-lean projection of coreference chains across languages0
The CoNLL-2015 Shared Task on Shallow Discourse Parsing0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
A Joint Framework for Coreference Resolution and Mention Head Detection0
Embedding Methods for Fine Grained Entity Type Classification0
An Empirical Study of Chinese Name Matching and ApplicationsCode0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment0
Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionCode0
Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
Analyzing and Visualizing Coreference Resolution Errors0
A State-of-the-Art Mention-Pair Model for Coreference Resolution0
Translating Negation: Induction, Search And Model Errors0
Rule-based Coreference Resolution in German Historic Novels0
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
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''0
Translating Negation: A Manual Error Analysis0
HeidelToul: A Baseline Approach for Cross-document Event Ordering0
IXAGroupEHUSpaceEval: (X-Space) A WordNet-based approach towards the Automatic Recognition of Spatial Information following the ISO-Space Annotation Scheme0
GPLSIUA: Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
Translating Granularity of Event Slots into Features for Event Coreference Resolution.0
A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model0
A Concrete Chinese NLP Pipeline0
SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering0
Resolving Discourse-Deictic Pronouns: A Two-Stage Approach to Do It0
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers0
Predicate Argument Alignment using a Global Coherence ModelCode0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach0
Resolving Spatial References using Crowdsourced Geographical Data0
Sampling Techniques for Streaming Cross Document Coreference Resolution0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers0
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution0
Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language0
Latent Structures for Coreference Resolution0
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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