SOTAVerified

Coreference Resolution

Papers

Showing 451500 of 880 papers

TitleStatusHype
Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes0
Segmentation Approach for Coreference Resolution Task0
Self-supervised Dialogue Learning for Spoken Conversational Question Answering0
Semantic annotation influence on coreference detection using perceptron approach (Influence des annotations s\'emantiques sur un syst\`eme de d\'etection de cor\'ef\'erence \`a base de perceptron multi-couches) [in French]0
Semantic Relations between Events and their Time, Locations and Participants for Event Coreference Resolution0
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity0
SemEval-2014 Task 7: Analysis of Clinical Text0
SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering0
SemEval-2016 Task 5: Aspect Based Sentiment Analysis0
Sense Anaphoric Pronouns: Am I One?0
Sentence Level Representation And Language Models In The Task Of Coreference Resolution For Russian0
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
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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