SOTAVerified

Coreference Resolution

Papers

Showing 101150 of 880 papers

TitleStatusHype
Knowledge Extraction From Texts Based on WikidataCode1
Longtonotes: OntoNotes with Longer Coreference ChainsCode1
Radar de Parité: An NLP system to measure gender representation in French news storiesCode1
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language ModelsCode1
Incorporating Centering Theory into Neural Coreference ResolutionCode0
AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous CoreferenceCode0
Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsCode0
IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMsCode0
Improving Multi-turn Dialogue Modelling with Utterance ReWriterCode0
Incorporating Context and External Knowledge for Pronoun Coreference ResolutionCode0
How Language Models Prioritize Contextual Grammatical Cues?Code0
He Said, She Said: Style Transfer for Shifting the Perspective of DialoguesCode0
Are Large Language Models Robust Coreference Resolvers?Code0
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionCode0
A Causal Inference Method for Reducing Gender Bias in Word Embedding RelationsCode0
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction ParadigmCode0
How Good is the Model in Model-in-the-loop Event Coreference Resolution Annotation?Code0
Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better GeneralizationCode0
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
A Simple Method for Commonsense ReasoningCode0
Gender Bias in Neural Natural Language ProcessingCode0
Asking and Answering Questions to Extract Event-Argument StructuresCode0
Gendered Pronoun Resolution using BERT and an extractive question answering formulationCode0
GENE: Global Event Network EmbeddingCode0
Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceCode0
Improving Span Representation for Domain-adapted Coreference ResolutionCode0
Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionCode0
Findings of the Shared Task on Multilingual Coreference ResolutionCode0
Findings of the Third Shared Task on Multilingual Coreference ResolutionCode0
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical ResourcesCode0
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic EvaluationCode0
A Controlled Reevaluation of Coreference Resolution ModelsCode0
ezCoref: Towards Unifying Annotation Guidelines for Coreference ResolutionCode0
Exploring Span Representations in Neural Coreference ResolutionCode0
Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 ChallengeCode0
SP-10K: A Large-scale Evaluation Set for Selectional Preference AcquisitionCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Exophoric Pronoun Resolution in Dialogues with Topic RegularizationCode0
Expletives in Universal Dependency TreebanksCode0
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionCode0
Fill the GAP: Exploiting BERT for Pronoun ResolutionCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic InformationCode0
Entity-Level Sentiment Analysis (ELSA): An exploratory task surveyCode0
End-to-end Neural Coreference ResolutionCode0
Error-Driven Analysis of Challenges in Coreference ResolutionCode0
Ellipsis Resolution as Question Answering: An EvaluationCode0
Dynamic Entity Representations in Neural Language ModelsCode0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference ResolutionCode0
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution ModelsCode0
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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