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Coreference Resolution

Papers

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Showing 801–850 of 880 papers

TitleStatusHype
Joint Apposition Extraction with Syntactic and Semantic Constraints—0
Improving pairwise coreference models through feature space hierarchy learning—0
Decentralized Entity-Level Modeling for Coreference Resolution—0
Learning a hierarchy of specialized pairwise models for coreference resolution (Apprentissage d'une hi\'erarchie de mod\`eles \`a paires sp\'ecialis\'es pour la r\'esolution de la cor\'ef\'erence) [in French]—0
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
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
Critical Reflections on Evaluation Practices in Coreference Resolution—0
Same Referent, Different Words: Unsupervised Mining of Opaque Coreferent Mentions—0
The Life and Death of Discourse Entities: Identifying Singleton Mentions—0
Supersense Tagging for Arabic: the MT-in-the-Middle Attack—0
Global Inference for Bridging Anaphora Resolution—0
Sources of Evidence for Implicit Argument Resolution—0
Gera \~ao de features para resolu \~ao de correfer\^encia: Pessoa, Local e Organiza \~ao (Feature Generation for Coreference Resolution: Person, Location and Organization) [in Portuguese]—0
Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules—0
A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution—0
IKAR: An Improved Kit for Anaphora Resolution for Polish—0
Relational Structures and Models for Coreference Resolution—0
A More Cohesive Summarizer—0
A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL Anthology—0
A Metric for Evaluating Discourse Coherence based on Coreference Resolution—0
Phrase Structures and Dependencies for End-to-End Coreference Resolution—0
Coreference Resolution with ILP-based Weighted Abduction—0
Grammarless Parsing for Joint Inference—0
Easy-first Coreference Resolution—0
Using Knowledge and Constraints To Find the Best Antecedent—0
Coreference Clustering using Column Generation—0
Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Automatically Acquiring Fine-Grained Information Status Distinctions in German—0
Data-driven Multilingual Coreference Resolution using Resolver Stacking—0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution—0
System paper for CoNLL-2012 shared task: Hybrid Rule-based Algorithm for Coreference Resolution.—0
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task—0
Illinois-Coref: The UI System in the CoNLL-2012 Shared Task—0
ICT: System Description for CoNLL-2012—0
A Multigraph Model for Coreference Resolution—0
A Mixed Deterministic Model for Coreference Resolution—0
Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution—0
UBIU for Multilingual Coreference Resolution in OntoNotes—0
Chinese Coreference Resolution via Ordered Filtering—0
Learning to Model Multilingual Unrestricted Coreference in OntoNotes—0
Simple Maximum Entropy Models for Multilingual Coreference Resolution—0
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes—0
Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution—0
Joint Entity and Event Coreference Resolution across Documents—0
Learning-based Multi-Sieve Co-reference Resolution with Knowledge—0
Joint Learning for Coreference Resolution with Markov Logic—0
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach—0
Name Phylogeny: A Generative Model of String Variation—0
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity—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
7c2f + SpanBERT-LargeAvg F180.2—Unverified
8SpanBERT + Cluster MergingAvg 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