SOTAVerified

Coreference Resolution

Papers

Showing 551600 of 880 papers

TitleStatusHype
TTTTTackling WinoGrande Schemas0
Two Case Studies on Translating Pronouns in a Deep Syntax Framework0
Type-aware Convolutional Neural Networks for Slot Filling0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments0
UBIU for Multilingual Coreference Resolution in OntoNotes0
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution0
Understanding the Semantics of Narratives of Interpersonal Violence through Reader Annotations and Physiological Reactions0
Unsupervised Coreference Resolution by Utilizing the Most Informative Relations0
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning0
Unsupervised Event Coreference Resolution0
Unsupervised Part of Speech Inference with Particle Filters0
Unsupervised Ranking Model for Entity Coreference Resolution0
UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT0
Unsupervised Sentence Enhancement for Automatic Summarization0
Unsupervised structured semantic inference for spoken dialog reservation tasks0
Use Generalized Representations, But Do Not Forget Surface Features0
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution0
Using Knowledge and Constraints To Find the Best Antecedent0
Using mention accessibility to improve coreference resolution0
Using Mined Coreference Chains as a Resource for a Semantic Task0
Using prosodic annotations to improve coreference resolution of spoken text0
Using Thesaurus Data to Improve Coreference Resolution for Russian0
Using Type Information to Improve Entity Coreference Resolution0
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution0
Variational Quantum Classifiers for Natural-Language Text0
VENSESEVAL at Semeval-2016 Task 2 iSTS - with a full-fledged rule-based approach0
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms0
Visual Error Analysis for Entity Linking0
Visualization, Search, and Error Analysis for Coreference Annotations0
Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision0
What are You Talking About? Text-to-Image Coreference0
What causes a causal relation? Detecting Causal Triggers in Biomedical Scientific Discourse0
What is it? Disambiguating the different readings of the pronoun `it'0
What more can Entity Linking do for Question Answering?0
When Annotation Schemes Change Rules Help: A Configurable Approach to Coreference Resolution beyond OntoNotes0
Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model0
Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric0
Who are you referring to? Coreference resolution in image narrations0
WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles0
Wikification and Beyond: The Challenges of Entity and Concept Grounding0
Wikipedia as a Resource for Text Analysis and Retrieval0
Word Embeddings as Features for Supervised Coreference Resolution0
XCoref: Cross-document Coreference Resolution in the Wild0
Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts0
You Shall Know People by the Company They Keep: Person Name Disambiguation for Social Network Construction0
Zero subject detection for Polish0
A Bayesian Mixed Effects Model of Literary Character0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English0
Abstract Coreference in a Multilingual Perspective: a View on Czech and German0
A Computational Model of Human Preferences for Pronoun 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