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Coreference Resolution

Papers

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Showing 401–450 of 880 papers

TitleStatusHype
Towards Discourse Parsing-inspired Semantic Storytelling—0
A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis—0
TTTTTackling WinoGrande Schemas—0
Multi-task Learning Based Neural Bridging Reference ResolutionCode0
A Causal Inference Method for Reducing Gender Bias in Word Embedding RelationsCode0
Multi-Sentence Argument Linking—0
Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts—0
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering—0
CRAFT Shared Tasks 2019 Overview --- Integrated Structure, Semantics, and Coreference—0
Toward Gender-Inclusive Coreference ResolutionCode0
Yall should read this! Identifying Plurality in Second-Person Personal Pronouns in English TextsCode0
A Neural Entity Coreference Resolution Review—0
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on NovelsCode0
Multi-hop Question Answering via Reasoning ChainsCode0
Type-aware Convolutional Neural Networks for Slot Filling—0
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
Improving Generalization in Coreference Resolution via Adversarial Training—0
End-to-End Neural Context Reconstruction in Chinese Dialogue—0
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
Fill the GAP: Exploiting BERT for Pronoun ResolutionCode0
On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution—0
Neural Mention DetectionCode0
A Hybrid Neural Network Model for Commonsense Reasoning—0
SpanBERT: Improving Pre-training by Representing and Predicting SpansCode0
Solving Hard Coreference Problems—0
Knowledge-aware Pronoun Coreference ResolutionCode0
R\'esolution des cor\'ef\'erences neuronale : une approche bas\'ee sur les t\^etes (Neural coreference resolution : a head-based approach)—0
Using Thesaurus Data to Improve Coreference Resolution for Russian—0
End-to-end Deep Reinforcement Learning Based Coreference Resolution—0
Crowdsourcing and Aggregating Nested Markable AnnotationsCode0
Wikipedia as a Resource for Text Analysis and Retrieval—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
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
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
Resolving Gendered Ambiguous Pronouns with BERTCode0
GenderQuant: Quantifying Mention-Level Genderedness—0
Evaluation of named entity coreference—0
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data—0
Cross-lingual Incongruences in the Annotation of Coreference—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