SOTAVerified

Coreference Resolution

Papers

Showing 601650 of 880 papers

TitleStatusHype
A Conceptual Framework of Online Natural Language Processing Pipeline Application0
A Concrete Chinese NLP Pipeline0
A Constrained Latent Variable Model for Coreference Resolution0
A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution0
A Corpus to Learn Refer-to-as Relations for Nominals0
Acquisition of semantic relations between terms: how far can we get with standard NLP tools?0
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports0
Active Learning for Coreference Resolution0
Active Learning for Coreference Resolution0
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues0
Adapting an Entity Centric Model for Portuguese Coreference Resolution0
Adapting a State-of-the-art Anaphora Resolution System for Resource-poor Language0
Adapting Coreference Resolution for Processing Violent Death Narratives0
Adapting Coreference Resolution for Narrative Processing0
Adaptive Clustering for Coreference Resolution with Deterministic Rules and Web-Based Language Models0
Adding Distributional Semantics to Knowledge Base Entities through Web-scale Entity Linking0
Addressing the Winograd Schema Challenge as a Sequence Ranking Task0
A Discriminative Hierarchical Model for Fast Coreference at Large Scale0
A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL Anthology0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge0
A Google-Proof Collection of French Winograd Schemas0
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution0
A hierarchical taxonomy for classifying hardness of inference tasks0
A hybrid entity-centric approach to Persian pronoun resolution0
A Hybrid Neural Network Model for Commonsense Reasoning0
A Joint Framework for Coreference Resolution and Mention Head Detection0
A Joint Model for Entity Analysis: Coreference, Typing, and Linking0
A Joint Model for Quotation Attribution and Coreference Resolution0
A Knowledge Hunting Framework for Common Sense Reasoning0
A Large Scale Database of Strongly-related Events in Japanese0
A Lightweight Modeling Middleware for Corpus Processing0
Aligning Entity Names with Online Aliases on Twitter0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations0
A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?0
A Methodology for the Comparison of Human Judgments With Metrics for Coreference Resolution0
A Metric for Evaluating Discourse Coherence based on Coreference Resolution0
A Mixed Deterministic Model for Coreference Resolution0
A More Cohesive Summarizer0
A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model0
A Multigraph Model for Coreference Resolution0
A Multilingual Corpus for Socio-political Event Coreference Resolution0
A Multi-Pass Sieve Coreference Resolution for Indonesian0
Analysis of Coreference Relations in the Biomedical Literature0
Analyzing and Visualizing Coreference Resolution Errors0
Anaphora and Coreference Resolution: A Review0
Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task0
Anaphoricity in Connectives: A Case Study on German0
Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms0
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 540B (fine-tuned)Accuracy100Unverified
2Vega v2 6B (KD-based prompt transfer)Accuracy98.6Unverified
3UL2 20B (fine-tuned)Accuracy98.1Unverified
4Turing NLR v5 XXL 5.4B (fine-tuned)Accuracy97.3Unverified
5ST-MoE-32B 269B (fine-tuned)Accuracy96.6Unverified
6DeBERTa-1.5BAccuracy95.9Unverified
7T5-XXL 11B (fine-tuned)Accuracy93.8Unverified
8ST-MoE-L 4.1B (fine-tuned)Accuracy93.3Unverified
9RoBERTa-WinoGrande 355MAccuracy90.1Unverified
10Flan-T5 XXL (zero -shot)Accuracy89.82Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF183.6Unverified
2seq2seqF183.3Unverified
3ASP+T0-3BF182.3Unverified
4caw-coref + RoBERTaF181.6Unverified
5LingMessF181.4Unverified
6wl-coref + RoBERTaF181Unverified
7U-MEM + LongformerF180.9Unverified
8longdoc S (OntoNotes + 60k pseudo-singletons)F180.6Unverified
9G2GT SpanBERT-large reducedF180.5Unverified
10G2GT SpanBERT-large overlapF180.2Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesAvg F183.6Unverified
2seq2seqAvg F183.3Unverified
3CorefQA + SpanBERT-largeAvg F183.1Unverified
4ASP+T0-3BAvg F182.3Unverified
5wl-coref + RoBERTaAvg F181Unverified
6s2e + Longformer-LargeAvg F180.3Unverified
7SpanBERT + Cluster MergingAvg F180.2Unverified
8c2f + SpanBERT-LargeAvg F180.2Unverified
9CorefQA + SpanBERT-baseAvg F179.9Unverified
10U-MEM* + SpanBERT-largeAvg F179.6Unverified
#ModelMetricClaimedVerifiedStatus
1Coref-MTLOverall F192.72Unverified
2ProBERTOverall F192.5Unverified
3Maverick_incrOverall F191.2Unverified
4Full EnsembleOverall F190.2Unverified
5PeTraF185.3Unverified
#ModelMetricClaimedVerifiedStatus
1REXELAvg. F195.12Unverified
2JointAvg. F191.6Unverified
3KB-bothAvg. F191.5Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF166.8Unverified
2longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)F162.5Unverified
3longdoc S (OntoNotes + PreCo + LitBank)F160.3Unverified
#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-task w/ finetuneAverage F173.1Unverified
2DeepStruct multi-taskAverage F160.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrAvg F178.3Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F178.2Unverified
#ModelMetricClaimedVerifiedStatus
1MTL-corefAvg F168.2Unverified
2SpanBERTAvg F164.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrF188Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F187.6Unverified
#ModelMetricClaimedVerifiedStatus
1BFCR + SpanBERT + Transfer LearningCoNLL F161.4Unverified
2BFCR + SpanBERTCoNLL F150.4Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy81.29Unverified
2BLOOMZAccuracy69.08Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy78.31Unverified
2BLOOMZAccuracy68.67Unverified
#ModelMetricClaimedVerifiedStatus
1longdoc S (OntoNotes + PreCo + LitBank)F142.9Unverified
#ModelMetricClaimedVerifiedStatus
1dali-full-anaphoraAvg F177.9Unverified