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Coreference Resolution

Papers

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Showing 501–550 of 880 papers

TitleStatusHype
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
Nested Named Entity Recognition Revisited—0
Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution—0
KNU CI System at SemEval-2018 Task4: Character Identification by Solving Sequence-Labeling Problem—0
PAWS: A Multi-lingual Parallel Treebank with Anaphoric Relations—0
Anaphora and Coreference Resolution: A Review—0
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented RegularizationCode0
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering—0
SzegedKoref: A Hungarian Coreference Corpus—0
Sanaphor++: Combining Deep Neural Networks with Semantics for Coreference Resolution—0
ParCorFull: a Parallel Corpus Annotated with Full Coreference—0
PDFAnno: a Web-based Linguistic Annotation Tool for PDF DocumentsCode0
Persian Discourse Treebank and coreference corpus—0
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLUCode0
The ACoLi CoNLL Libraries: Beyond Tab-Separated ValuesCode0
Coreference Resolution in FreeLing 4.0—0
Evaluating the WordsEye Text-to-Scene System: Imaginative and Realistic Sentences—0
Attention for Implicit Discourse Relation Recognition—0
Deep Neural Networks for Coreference Resolution for Polish—0
A Corpus to Learn Refer-to-as Relations for Nominals—0
BASHI: A Corpus of Wall Street Journal Articles Annotated with Bridging Links—0
A Lightweight Modeling Middleware for Corpus Processing—0
Multi-Modal Coreference Resolution with the Correlation between Space Structures—0
A Predictive Model for Notional Anaphora in English—0
Book Review: Bayesian Analysis in Natural Language Processing by Shay Cohen—0
Coreference and Focus in Reading Times—0
UNSUPERVISED SENTENCE EMBEDDING USING DOCUMENT STRUCTURE-BASED CONTEXT—0
TAMU at KBP 2017: Event Nugget Detection and Coreference ResolutionCode0
Coreference Resolution on Math Problem Text in Japanese—0
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization—0
Impact of Coreference Resolution on Slot Filling—0
Identifying Nominals with No Head Match Co-references Using Deep Learning—0
Combining the output of two coreference resolution systems for two source languages to improve annotation projection—0
Word Embeddings as Features for Supervised Coreference Resolution—0
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers—0
An Eye-tracking Study of Named Entity Annotation—0
What is it? Disambiguating the different readings of the pronoun `it'—0
Rhetorical relations markers in Russian RST Treebank—0
Dynamic Entity Representations in Neural Language ModelsCode0
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference ResolversCode0
Towards Harnessing Memory Networks for Coreference Resolution—0
Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts—0
Improving Shared Argument Identification in Japanese Event Knowledge Acquisition—0
Collaborative Partitioning for Coreference Resolution—0
Improving coreference resolution with automatically predicted prosodic information—0
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events—0
End-to-end Neural Coreference ResolutionCode0
Revisiting Selectional Preferences for Coreference Resolution—0
Joint Learning for Event Coreference Resolution—0
Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures—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