SOTAVerified

Coreference Resolution

Papers

Showing 501550 of 880 papers

TitleStatusHype
Sentence Ordering in Electronic Navigational Chart Companion Text Generation0
Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction0
Sequential Cross-Document Coreference Resolution0
Sieve-based Coreference Resolution in the Biomedical Domain0
Simple Maximum Entropy Models for Multilingual Coreference Resolution0
SimpleMTOD: A Simple Language Model for Multimodal Task-Oriented Dialogue with Symbolic Scene Representation0
Simplifying Coreference Chains for Dyslexic Children0
Singleton Detection using Word Embeddings and Neural Networks0
SinoCoreferencer: An End-to-End Chinese Event Coreference Resolver0
SMDDH: Singleton Mention detection using Deep Learning in Hindi Text0
Solving Hard Coreference Problems0
Sources of Evidence for Implicit Argument Resolution0
Statistical Script Learning with Recurrent Neural Networks0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets0
Subgroup Detector: A System for Detecting Subgroups in Online Discussions0
Supersense Tagging for Arabic: the MT-in-the-Middle Attack0
Supervised Within-Document Event Coreference using Information Propagation0
System paper for CoNLL-2012 shared task: Hybrid Rule-based Algorithm for Coreference Resolution.0
SzegedKoref: A Hungarian Coreference Corpus0
Tackling Situated Multi-Modal Task-Oriented Dialogs with a Single Transformer Model0
Team GESIS Cologne: An all in all sentence-based approach for FEVER0
The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis0
The CoNLL-2013 Shared Task on Grammatical Error Correction0
The CoNLL-2015 Shared Task on Shallow Discourse Parsing0
The Extended DIRNDL Corpus as a Resource for Coreference and Bridging Resolution0
The Fellowship of the Authors: Disambiguating Names from Social Network Context0
The Gun Violence Database: A new task and data set for NLP0
The Intelius Nickname Collection: Quantitative Analyses from Billions of Public Records0
The Life and Death of Discourse Entities: Identifying Singleton Mentions0
The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors0
The Pipeline Model for Resolution of Anaphoric Reference and Resolution of Entity Reference0
The Role of Syntax During Pronoun Resolution: Evidence from fMRI0
The Role of Wikipedia in Text Analysis and Retrieval0
The Swedish Winogender Dataset0
The Users Who Say `Ni': Audience Identification in Chinese-language Restaurant Reviews0
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE0
Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle*0
Towards classification parity across cohorts0
Towards Coreference for Literary Text: Analyzing Domain-Specific Phenomena0
Towards Coreference Resolution for Early Irish0
Towards Discourse Parsing-inspired Semantic Storytelling0
Towards Harmful Erotic Content Detection through Coreference-Driven Contextual Analysis0
Towards Harnessing Memory Networks for Coreference Resolution0
Towards Multiple Antecedent Coreference Resolution in Specialized Discourse0
Transferring Coreference Resolvers with Posterior Regularization0
Translating Granularity of Event Slots into Features for Event Coreference Resolution.0
Translating Negation: A Manual Error Analysis0
Translating Negation: Induction, Search And Model Errors0
Translation-Based Projection for Multilingual Coreference Resolution0
Triple based Background Knowledge Ranking for Document 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