SOTAVerified

Coreference Resolution

Papers

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Showing 401–450 of 880 papers

TitleStatusHype
Context-aware Attention Model for Coreference Resolution—0
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations—0
Cross-Lingual Coreference: The Case of Bulgarian and English—0
What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesCode0
Ellipsis Resolution as Question Answering: An EvaluationCode0
Partially-supervised Mention Detection—0
BERT for Coreference Resolution: Baselines and AnalysisCode0
WikiCREM: A Large Unsupervised Corpus for Coreference ResolutionCode0
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningCode1
Improving Generalization in Coreference Resolution via Adversarial Training—0
Fill the GAP: Exploiting BERT for Pronoun ResolutionCode0
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution—0
End-to-End Neural Context Reconstruction in Chinese Dialogue—0
Neural Mention DetectionCode0
A Hybrid Neural Network Model for Commonsense Reasoning—0
WinoGrande: An Adversarial Winograd Schema Challenge at ScaleCode1
SpanBERT: Improving Pre-training by Representing and Predicting SpansCode0
Solving Hard Coreference Problems—0
Knowledge-aware Pronoun Coreference ResolutionCode0
Using Thesaurus Data to Improve Coreference Resolution for Russian—0
R\'esolution des cor\'ef\'erences neuronale : une approche bas\'ee sur les t\^etes (Neural coreference resolution : a head-based approach)—0
D\'etection automatique de cha\^ de cor\'ef\'erence pour le fran \'ecrit: r\`egles et ressources adapt\'ees au rep\'erage de ph\'enom\`enes linguistiques sp\'ecifiques (Automatic coreference resolution for written French : rules and resources for specific linguistic phenomena)—0
End-to-end Deep Reinforcement Learning Based Coreference Resolution—0
Coreference Resolution with Entity EqualizationCode1
Crowdsourcing and Aggregating Nested Markable AnnotationsCode0
Wikipedia as a Resource for Text Analysis and Retrieval—0
Model-based annotation of coreferenceCode0
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionCode0
Improving Multi-turn Dialogue Modelling with Utterance ReWriterCode0
Gendered Pronoun Resolution using BERT and an extractive question answering formulationCode0
Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionCode0
Resolving Gendered Ambiguous Pronouns with BERTCode0
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
Evaluating Gender Bias in Machine TranslationCode1
Evaluation of named entity coreference—0
Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French—0
Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque—0
Cross-lingual Incongruences in the Annotation of Coreference—0
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data—0
GenderQuant: Quantifying Mention-Level Genderedness—0
Attention Is (not) All You Need for Commonsense ReasoningCode1
Sentence Level Representation And Language Models In The Task Of Coreference Resolution For Russian—0
Incorporating Context and External Knowledge for Pronoun Coreference ResolutionCode0
A Surprisingly Robust Trick for Winograd Schema ChallengeCode1
SP-10K: A Large-scale Evaluation Set for Selectional Preference AcquisitionCode0
SocialIQA: Commonsense Reasoning about Social InteractionsCode0
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning—0
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual DialogCode0
Language Models are Unsupervised Multitask LearnersCode1
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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