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Coreference Resolution

Papers

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Showing 401–450 of 880 papers

TitleStatusHype
Multigraph Clustering for Unsupervised Coreference Resolution—0
Multilingual Coreference Resolution with Harmonized Annotations—0
Multilingual corpora with coreferential annotation of person entities—0
Multilingual, Efficient and Easy NLP Processing with IXA Pipeline—0
Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus—0
Multilingual Mention Detection for Coreference Resolution—0
Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach—0
Multi-Modal Coreference Resolution with the Correlation between Space Structures—0
Multi-Sentence Argument Linking—0
Multi-source annotation projection of coreference chains: assessing strategies and testing opportunities—0
N ^3 - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format—0
Named Person Coreference in English News—0
Name Phylogeny: A Generative Model of String Variation—0
Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution—0
Nested Named Entity Recognition Revisited—0
Neural Anaphora Resolution in Dialogue—0
Neural Coreference Resolution based on Reinforcement Learning—0
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering—0
Neural Coreference Resolution with Limited Lexical Context and Explicit Mention Detection for Oral French—0
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking—0
Neural End-to-end Coreference Resolution for German in Different Domains—0
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features—0
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?—0
Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution—0
On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution—0
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations—0
Online Neural Coreference Resolution with Rollback—0
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks—0
Overview of the 2016 ALTA Shared Task: Cross-KB Coreference—0
Pairwise Representation Learning for Event Coreference—0
PaLM 2 Technical Report—0
Parallel Data Helps Neural Entity Coreference Resolution—0
ParCorFull: a Parallel Corpus Annotated with Full Coreference—0
Parsing Algebraic Word Problems into Equations—0
Partially-supervised Mention Detection—0
PAWS: A Multi-lingual Parallel Treebank with Anaphoric Relations—0
Persian Discourse Treebank and coreference corpus—0
Persian Pronoun Resolution: Leveraging Neural Networks and Language Models—0
Phrase Structures and Dependencies for End-to-End Coreference Resolution—0
Pipeline Coreference Resolution Model for Anaphoric Identity in Dialogues—0
Placing (Historical) Events on a Timeline: A Classification cum Co-ref Resolution Approach—0
Plug Latent Structures and Play Coreference Resolution—0
Polish Coreference Corpus in Numbers—0
PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution—0
Predicting Coreference in Abstract Meaning Representations—0
Predicting Pronouns across Languages with Continuous Word Spaces—0
Pre-training Mention Representations in Coreference Models—0
Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017)—0
Proceedings of the Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2016)—0
Projection-based Coreference Resolution Using Deep Syntax—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