SOTAVerified

Coreference Resolution

Papers

Showing 151200 of 880 papers

TitleStatusHype
Collective Classification for Fine-grained Information Status0
Animacy Detection with Voting Models0
Coreference Clustering using Column Generation0
Coreference for Discourse Parsing: A Neural Approach0
Coreference in Spoken vs. Written Texts: a Corpus-based Analysis0
Coreference Resolution for Structured Drug Product Labels0
A hierarchical taxonomy for classifying hardness of inference tasks0
An Extension of BLANC to System Mentions0
CorefDRE: Document-level Relation Extraction with coreference resolution0
An Exercise in Reuse of Resources: Adapting General Discourse Coreference Resolution for Detecting Lexical Chains in Patent Documentation0
Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art0
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution0
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments0
A New Entity Salience Task with Millions of Training Examples0
A New Approach to Animacy Detection0
A Google-Proof Collection of French Winograd Schemas0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English0
A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution0
Conversational Semantic Role Labeling0
CORBON 2017 Shared Task: Projection-Based Coreference Resolution0
Coreference and Focus in Reading Times0
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information0
Casting Implicit Role Linking as an Anaphora Resolution Task0
A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL Anthology0
A Neural Entity Coreference Resolution Review0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge0
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing0
Chat or Learn: a Data-Driven Robust Question-Answering System0
Chinese Coreference Resolution via Ordered Filtering0
Chinese Event Coreference Resolution: Understanding the State of the Art0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?0
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling0
An Exploration of Embeddings for Generalized Phrases0
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search0
Coarse to Fine Grained Sense Disambiguation in Wikipedia0
Collaborative Partitioning for Coreference Resolution0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes0
An Eye-tracking Study of Named Entity Annotation0
A Concrete Chinese NLP Pipeline0
Collective Tweet Wikification based on Semi-supervised Graph Regularization0
Combating Spurious Features by Distribution Difference Regularization0
Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution0
Combining the output of two coreference resolution systems for two source languages to improve annotation projection0
Annotation and Evaluation of Coreference Resolution in Screenplays0
Comment arpenter sans m\`etre : les scores de r\'esolution de cha\^ de cor\'ef\'erences sont-ils des m\'etriques ? (Do the standard scores of evaluation of coreference resolution constitute metrics ?)0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes0
Broad Context Language Modeling as Reading Comprehension0
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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
7c2f + SpanBERT-LargeAvg F180.2Unverified
8SpanBERT + Cluster MergingAvg 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