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Coreference Resolution

Papers

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Showing 801–850 of 880 papers

TitleStatusHype
Domain-Specific Coreference Resolution with Lexicalized Features—0
Improving pairwise coreference models through feature space hierarchy learning—0
Joint Apposition Extraction with Syntactic and Semantic Constraints—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
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
Same Referent, Different Words: Unsupervised Mining of Opaque Coreferent Mentions—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
Critical Reflections on Evaluation Practices in Coreference Resolution—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
Sources of Evidence for Implicit Argument Resolution—0
Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules—0
A Constraint-Based Hypergraph Partitioning Approach to Coreference 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
A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL Anthology—0
Easy-first Coreference Resolution—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art—0
Relational Structures and Models for Coreference Resolution—0
Coreference Clustering using Column Generation—0
IKAR: An Improved Kit for Anaphora Resolution for Polish—0
Coreference Resolution with ILP-based Weighted Abduction—0
A More Cohesive Summarizer—0
Grammarless Parsing for Joint Inference—0
A Metric for Evaluating Discourse Coherence based on Coreference Resolution—0
Phrase Structures and Dependencies for End-to-End Coreference Resolution—0
Using Knowledge and Constraints To Find the Best Antecedent—0
Name Phylogeny: A Generative Model of String Variation—0
Subgroup Detector: A System for Detecting Subgroups in Online Discussions—0
Automatically Acquiring Fine-Grained Information Status Distinctions in German—0
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task—0
Simple Maximum Entropy Models for Multilingual Coreference Resolution—0
BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment—0
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity—0
Casting Implicit Role Linking as an Anaphora Resolution Task—0
Chinese Coreference Resolution via Ordered Filtering—0
Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution—0
Collective Classification for Fine-grained Information Status—0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution—0
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes—0
A Multigraph Model for Coreference Resolution—0
Coreference Semantics from Web Features—0
A Mixed Deterministic Model for Coreference Resolution—0
UBIU for Multilingual Coreference Resolution in OntoNotes—0
Data-driven Multilingual Coreference Resolution using Resolver Stacking—0
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach—0
System paper for CoNLL-2012 shared task: Hybrid Rule-based Algorithm for Coreference Resolution.—0
Ensemble-based Semantic Lexicon Induction for Semantic Tagging—0
A Discriminative Hierarchical Model for Fast Coreference at Large Scale—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