SOTAVerified

Coreference Resolution

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–650 of 880 papers

TitleStatusHype
HeidelToul: A Baseline Approach for Cross-document Event Ordering—0
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions—0
How Good is a Recommender in Machine-Assisted Cross Document Event Coreference Resolution Annotation?—0
How to Handle Split Antecedents in Tamil?—0
Hybrid Rule-Neural Coreference Resolution System based on Actor-Critic Learning—0
ICT: System Description for CoNLL-2012—0
Identification of Alias Links among Participants in Narratives—0
Identifying Nominals with No Head Match Co-references Using Deep Learning—0
IKAR: An Improved Kit for Anaphora Resolution for Polish—0
Illinois-Coref: The UI System in the CoNLL-2012 Shared Task—0
Imitation learning for structured prediction in natural language processing—0
Impact of Coreference Resolution on Slot Filling—0
Improving Automatic Quotation Attribution in Literary Novels—0
Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference—0
Improving coreference resolution with automatically predicted prosodic information—0
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures—0
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data—0
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting—0
Improving Generalization in Coreference Resolution via Adversarial Training—0
Improving pairwise coreference models through feature space hierarchy learning—0
Improving Polish Mention Detection with Valency Dictionary—0
Improving Pronoun Translation by Modeling Coreference Uncertainty—0
Improving Shared Argument Identification in Japanese Event Knowledge Acquisition—0
Incorporating Lexico-semantic Heuristics into Coreference Resolution Sieves for Named Entity Recognition at Document-level—0
Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution—0
Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer—0
Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution—0
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?—0
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?—0
Investigating Cross-Document Event Coreference for Dutch—0
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts—0
Investigating the Role of Centering Theory in the Context of Neural Coreference Resolution Systems—0
Investigation of annotator's behaviour using eye-tracking data—0
It-disambiguation and source-aware language models for cross-lingual pronoun prediction—0
It’s absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution?—0
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance—0
IXAGroupEHUSpaceEval: (X-Space) A WordNet-based approach towards the Automatic Recognition of Spatial Information following the ISO-Space Annotation Scheme—0
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools—0
Joint Apposition Extraction with Syntactic and Semantic Constraints—0
Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves—0
Joint Coreference Resolution for Zeros and non-Zeros in Arabic—0
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation—0
Joint Entity and Event Coreference Resolution across Documents—0
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron—0
Joint Inference for Event Coreference Resolution—0
Joint Learning for Coreference Resolution with Markov Logic—0
Joint Learning for Event Coreference Resolution—0
Joint Mention Extraction and Classification with Mention Hypergraphs—0
Joint Multimedia Event Extraction from Video and Article—0
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models—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