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Coreference Resolution

Papers

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Showing 501–550 of 880 papers

TitleStatusHype
Towards Coreference Resolution for Early Irish—0
Towards Discourse Parsing-inspired Semantic Storytelling—0
Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis—0
Towards Harnessing Memory Networks for Coreference Resolution—0
Towards Multiple Antecedent Coreference Resolution in Specialized Discourse—0
Transferring Coreference Resolvers with Posterior Regularization—0
Translating Granularity of Event Slots into Features for Event Coreference Resolution.—0
Translating Negation: A Manual Error Analysis—0
Translating Negation: Induction, Search And Model Errors—0
Translation-Based Projection for Multilingual Coreference Resolution—0
Triple based Background Knowledge Ranking for Document Enrichment—0
TTTTTackling WinoGrande Schemas—0
Two Case Studies on Translating Pronouns in a Deep Syntax Framework—0
Type-aware Convolutional Neural Networks for Slot Filling—0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments—0
UBIU for Multilingual Coreference Resolution in OntoNotes—0
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution—0
Understanding the Semantics of Narratives of Interpersonal Violence through Reader Annotations and Physiological Reactions—0
Unsupervised Coreference Resolution by Utilizing the Most Informative Relations—0
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning—0
Unsupervised Event Coreference Resolution—0
Unsupervised Part of Speech Inference with Particle Filters—0
Unsupervised Ranking Model for Entity Coreference Resolution—0
UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT—0
Unsupervised Sentence Enhancement for Automatic Summarization—0
Unsupervised structured semantic inference for spoken dialog reservation tasks—0
Use Generalized Representations, But Do Not Forget Surface Features—0
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution—0
Using Knowledge and Constraints To Find the Best Antecedent—0
Using mention accessibility to improve coreference resolution—0
Using Mined Coreference Chains as a Resource for a Semantic Task—0
Using prosodic annotations to improve coreference resolution of spoken text—0
Using Thesaurus Data to Improve Coreference Resolution for Russian—0
Using Type Information to Improve Entity Coreference Resolution—0
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution—0
Variational Quantum Classifiers for Natural-Language Text—0
VENSESEVAL at Semeval-2016 Task 2 iSTS - with a full-fledged rule-based approach—0
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms—0
Visual Error Analysis for Entity Linking—0
Visualization, Search, and Error Analysis for Coreference Annotations—0
Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision—0
What are You Talking About? Text-to-Image Coreference—0
What causes a causal relation? Detecting Causal Triggers in Biomedical Scientific Discourse—0
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 OntoNotes—0
Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model—0
Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric—0
Who are you referring to? Coreference resolution in image narrations—0
WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles—0
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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