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Coreference Resolution

Papers

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Showing 351–400 of 880 papers

TitleStatusHype
Deep Learning Embeddings for Discontinuous Linguistic Units—0
Adapting Coreference Resolution for Narrative Processing—0
Entity-Centric Coreference Resolution with Model Stacking—0
Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis—0
Entity Clustering Across Languages—0
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing—0
Entity Linking with people entity on Wikipedia—0
Error analysis for anaphora resolution in Russian: new challenging issues for anaphora resolution task in a morphologically rich language—0
Chinese Coreference Resolution via Ordered Filtering—0
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation—0
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction—0
Evaluating and Improving the Coreference Capabilities of Machine Translation Models—0
Evaluating automatic cross-domain Dutch semantic role annotation—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—0
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance—0
Evaluating the WordsEye Text-to-Scene System: Imaginative and Realistic Sentences—0
Flow Graph Corpus from Recipe Texts—0
From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping—0
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability—0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks—0
Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective—0
Evaluation of named entity coreference—0
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search—0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
Event Coreference Resolution Using Neural Network Classifiers—0
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information—0
Event Coreference Resolution with Multi-Pass Sieves—0
Generalised Winograd Schema and its Contextuality—0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings—0
Event Linking with Sentential Features from Convolutional Neural Networks—0
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries—0
Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque—0
Automatic Discovery of Adposition Typology—0
Collective Tweet Wikification based on Semi-supervised Graph Regularization—0
Experiments on bridging across languages and genres—0
Combating Spurious Features by Distribution Difference Regularization—0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution—0
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution—0
Exploring Coreference Features in Heterogeneous Data—0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution—0
Annotating anaphoric phenomena in situated dialogue—0
Decentralized Entity-Level Modeling for Coreference Resolution—0
Exploring Semi-Supervised Coreference Resolution of Medical Concepts using Semantic and Temporal Features—0
Annotation and Evaluation of Coreference Resolution in Screenplays—0
A Multilingual Corpus for Socio-political Event Coreference Resolution—0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data—0
Exploring the steps of Verb Phrase Ellipsis—0
D-Coref: A Fast and Lightweight Coreference Resolution Model using DistilBERT—0
Data-driven Multilingual Coreference Resolution using Resolver Stacking—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