SOTAVerified

Coreference Resolution

Papers

Showing 651700 of 880 papers

TitleStatusHype
Predicting Pronouns across Languages with Continuous Word Spaces0
Comparison of Coreference Resolvers for Deep Syntax Translation0
Cross-document Event Coreference Resolution based on Cross-media Features0
Adapting Coreference Resolution for Narrative Processing0
Joint Mention Extraction and Classification with Mention Hypergraphs0
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron0
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing0
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
A Strong Lexical Matching Method for the Machine Comprehension Test0
Knowledge-lean projection of coreference chains across languages0
The CoNLL-2015 Shared Task on Shallow Discourse Parsing0
A Joint Framework for Coreference Resolution and Mention Head Detection0
Visual Error Analysis for Entity Linking0
Plug Latent Structures and Play Coreference Resolution0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
Transferring Coreference Resolvers with Posterior Regularization0
An Empirical Study of Chinese Name Matching and ApplicationsCode0
Entity-Centric Coreference Resolution with Model Stacking0
Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionCode0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment0
The Users Who Say `Ni': Audience Identification in Chinese-language Restaurant Reviews0
Embedding Methods for Fine Grained Entity Type Classification0
Using prosodic annotations to improve coreference resolution of spoken text0
Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
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
Translating Negation: Induction, Search And Model Errors0
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
Rule-based Coreference Resolution in German Historic Novels0
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''0
Translating Negation: A Manual Error Analysis0
GPLSIUA: Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
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
SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering0
Resolving Discourse-Deictic Pronouns: A Two-Stage Approach to Do It0
A Concrete Chinese NLP Pipeline0
A State-of-the-Art Mention-Pair Model for Coreference Resolution0
Analyzing and Visualizing Coreference Resolution Errors0
Resolving Spatial References using Crowdsourced Geographical Data0
Sampling Techniques for Streaming Cross Document Coreference Resolution0
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach0
Predicate Argument Alignment using a Global Coherence ModelCode0
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
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment0
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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