SOTAVerified

Coreference Resolution

Papers

Showing 351400 of 880 papers

TitleStatusHype
A Joint Model for Entity Analysis: Coreference, Typing, and Linking0
Acquisition of semantic relations between terms: how far can we get with standard NLP tools?0
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes0
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''0
Conceptual and Practical Steps in Event Coreference Analysis of Large-scale Data0
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension0
Computational Analysis of Referring Expressions in Narratives of Picture Books0
Comparison of Coreference Resolvers for Deep Syntax Translation0
Antecedent Prediction Without a Pipeline0
Extending AIDA framework by incorporating coreference resolution on detected mentions and pruning based on popularity of an entity0
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge0
Announcing Prague Czech-English Dependency Treebank 2.00
A Joint Framework for Coreference Resolution and Mention Head Detection0
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
Annotation and Evaluation of Coreference Resolution in Screenplays0
Combining the output of two coreference resolution systems for two source languages to improve annotation projection0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution0
Annotating anaphoric phenomena in situated dialogue0
Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering0
Combating Spurious Features by Distribution Difference Regularization0
Annotated Gigaword0
Collective Tweet Wikification based on Semi-supervised Graph Regularization0
Examining risks of racial biases in NLP tools for child protective services0
Collective Classification for Fine-grained Information Status0
Animacy Detection with Voting Models0
A Hybrid Neural Network Model for Commonsense Reasoning0
A hybrid entity-centric approach to Persian pronoun resolution0
A Corpus to Learn Refer-to-as Relations for Nominals0
Abstract Coreference in a Multilingual Perspective: a View on Czech and German0
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries0
Event Linking with Sentential Features from Convolutional Neural Networks0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings0
Examining the Impact of Coreference Resolution on Quote Attribution0
Event Coreference Resolution with Non-Local Information0
Experiments on bridging across languages and genres0
An Eye-tracking Study of Named Entity Annotation0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution0
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution0
Exploring Coreference Features in Heterogeneous Data0
Event Coreference Resolution with Multi-Pass Sieves0
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information0
Collaborative Partitioning for Coreference Resolution0
Exploring Semi-Supervised Coreference Resolution of Medical Concepts using Semantic and Temporal Features0
Event Coreference Resolution Using Neural Network Classifiers0
Coarse to Fine Grained Sense Disambiguation in Wikipedia0
An Extension of BLANC to System Mentions0
Exploring the steps of Verb Phrase Ellipsis0
A hierarchical taxonomy for classifying hardness of inference tasks0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events0
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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