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Coreference Resolution

Papers

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Showing 651–700 of 880 papers

TitleStatusHype
Knowledge-lean projection of coreference chains across languages—0
KNU CI System at SemEval-2018 Task4: Character Identification by Solving Sequence-Labeling Problem—0
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents—0
Language Resources and Annotation Tools for Cross-Sentence Relation Extraction—0
Large Language Models are Few-Shot Clinical Information Extractors—0
Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution—0
Latent Structures for Coreference Resolution—0
Latent Trees for Coreference Resolution—0
Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools—0
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary—0
Learning a hierarchy of specialized pairwise models for coreference resolution (Apprentissage d'une hi\'erarchie de mod\`eles \`a paires sp\'ecialis\'es pour la r\'esolution de la cor\'ef\'erence) [in French]—0
Learning-based Multi-Sieve Co-reference Resolution with Knowledge—0
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport—0
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features—0
Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to Model Multilingual Unrestricted Coreference in OntoNotes—0
Learning to Predict Denotational Probabilities For Modeling Entailment—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
Leveraging coreference to identify arms in medical abstracts: An experimental study—0
Lexical Features in Coreference Resolution: To be Used With Caution—0
Limited memory incremental coreference resolution—0
Linguistically Aware Coreference Evaluation Metrics—0
LOME: Large Ontology Multilingual Extraction—0
Machine Learning for Mention Head Detection in Multilingual Coreference Resolution—0
Machine Reading, Fast and Slow: When Do Models "Understand" Language?—0
Machine Reading, Fast and Slow: When Do Models “Understand” Language?—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Mod\`ele neuronal pour la r\'esolution de la cor\'ef\'erence dans les dossiers m\'edicaux \'electroniques (Neural approach for coreference resolution in electronic health records )—0
Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations—0
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction—0
Modelling Pro-drop with the Rational Speech Acts Model—0
Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts—0
MuDoCo: Corpus for Multidomain Coreference Resolution and Referring Expression Generation—0
Multigraph Clustering for Unsupervised Coreference Resolution—0
Multilingual Coreference Resolution with Harmonized Annotations—0
Multilingual corpora with coreferential annotation of person entities—0
Multilingual, Efficient and Easy NLP Processing with IXA Pipeline—0
Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus—0
Multilingual Mention Detection for Coreference Resolution—0
Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach—0
Multi-Modal Coreference Resolution with the Correlation between Space Structures—0
Multi-Sentence Argument Linking—0
Multi-source annotation projection of coreference chains: assessing strategies and testing opportunities—0
N ^3 - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format—0
Named Person Coreference in English News—0
Name Phylogeny: A Generative Model of String Variation—0
Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution—0
Event Coreference Resolution for Contentious Politics EventsCode0
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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