SOTAVerified

Coreference Resolution

Papers

Showing 501550 of 880 papers

TitleStatusHype
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented RegularizationCode0
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering0
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLUCode0
Persian Discourse Treebank and coreference corpus0
BASHI: A Corpus of Wall Street Journal Articles Annotated with Bridging Links0
Attention for Implicit Discourse Relation Recognition0
Coreference Resolution in FreeLing 4.00
Sanaphor++: Combining Deep Neural Networks with Semantics for Coreference Resolution0
PDFAnno: a Web-based Linguistic Annotation Tool for PDF DocumentsCode0
ParCorFull: a Parallel Corpus Annotated with Full Coreference0
Deep Neural Networks for Coreference Resolution for Polish0
A Lightweight Modeling Middleware for Corpus Processing0
A Corpus to Learn Refer-to-as Relations for Nominals0
The ACoLi CoNLL Libraries: Beyond Tab-Separated ValuesCode0
Evaluating the WordsEye Text-to-Scene System: Imaginative and Realistic Sentences0
SzegedKoref: A Hungarian Coreference Corpus0
Gender Bias in Coreference ResolutionCode1
Multi-Modal Coreference Resolution with the Correlation between Space Structures0
A Predictive Model for Notional Anaphora in English0
Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsCode1
Higher-order Coreference Resolution with Coarse-to-fine InferenceCode1
Book Review: Bayesian Analysis in Natural Language Processing by Shay Cohen0
Deep contextualized word representationsCode1
UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT0
Coreference and Focus in Reading Times0
TAMU at KBP 2017: Event Nugget Detection and Coreference ResolutionCode0
Coreference Resolution on Math Problem Text in Japanese0
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization0
Impact of Coreference Resolution on Slot Filling0
Identifying Nominals with No Head Match Co-references Using Deep Learning0
Word Embeddings as Features for Supervised Coreference Resolution0
An Eye-tracking Study of Named Entity Annotation0
Combining the output of two coreference resolution systems for two source languages to improve annotation projection0
Rhetorical relations markers in Russian RST Treebank0
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers0
What is it? Disambiguating the different readings of the pronoun `it'0
Dynamic Entity Representations in Neural Language ModelsCode0
Improving Shared Argument Identification in Japanese Event Knowledge Acquisition0
Towards Harnessing Memory Networks for Coreference Resolution0
Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts0
Collaborative Partitioning for Coreference Resolution0
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference ResolversCode0
Improving coreference resolution with automatically predicted prosodic information0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events0
End-to-end Neural Coreference ResolutionCode0
Revisiting Selectional Preferences for Coreference Resolution0
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability0
Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures0
Joint Learning for Event Coreference Resolution0
Attention Is All You NeedCode3
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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
7c2f + SpanBERT-LargeAvg F180.2Unverified
8SpanBERT + Cluster MergingAvg 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