SOTAVerified

Coreference Resolution

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–600 of 880 papers

TitleStatusHype
Wikification and Beyond: The Challenges of Entity and Concept Grounding—0
Wikipedia as a Resource for Text Analysis and Retrieval—0
Word Embeddings as Features for Supervised Coreference Resolution—0
XCoref: Cross-document Coreference Resolution in the Wild—0
Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts—0
You Shall Know People by the Company They Keep: Person Name Disambiguation for Social Network Construction—0
Event Coreference Resolution Using Neural Network Classifiers—0
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information—0
Event Coreference Resolution with Multi-Pass Sieves—0
Event Coreference Resolution with Non-Local Information—0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings—0
Event Linking with Sentential Features from Convolutional Neural Networks—0
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries—0
Examining risks of racial biases in NLP tools for child protective services—0
Examining the Impact of Coreference Resolution on Quote Attribution—0
Experiments on bridging across languages and genres—0
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution—0
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution—0
Exploring Coreference Features in Heterogeneous Data—0
Exploring Semi-Supervised Coreference Resolution of Medical Concepts using Semantic and Temporal Features—0
Exploring the steps of Verb Phrase Ellipsis—0
Extending AIDA framework by incorporating coreference resolution on detected mentions and pruning based on popularity of an entity—0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge—0
ezCoref: A Scalable Approach for Collecting Crowdsourced Annotations for Coreference Resolution—0
FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View—0
Fast End-to-end Coreference Resolution for Korean—0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data—0
Filling in the Gaps: Efficient Event Coreference Resolution using Graph Autoencoder Networks—0
Fine-Grained Focus for Pinpointing Positive Implicit Meaning from Negated Statements—0
Flow Graph Corpus from Recipe Texts—0
French Coreference for Spoken and Written Language—0
From Dialogue to Diagram: Task and Relationship Extraction from Natural Language for Accelerated Business Process Prototyping—0
GenderQuant: Quantifying Mention-Level Genderedness—0
Gender-specific Machine Translation with Large Language Models—0
Generalised Winograd Schema and its Contextuality—0
Generating Questions and Multiple-Choice Answers using Semantic Analysis of Texts—0
Gera \~ao de features para resolu \~ao de correfer\^encia: Pessoa, Local e Organiza \~ao (Feature Generation for Coreference Resolution: Person, Location and Organization) [in Portuguese]—0
GerDraCor-Coref: A Coreference Corpus for Dramatic Texts in German—0
GerNED: A German Corpus for Named Entity Disambiguation—0
Getting to ``Hearer-old'': Charting Referring Expressions Across Time—0
Global Inference for Bridging Anaphora Resolution—0
GoG: Relation-aware Graph-over-Graph Network for Visual Dialog—0
GPLSIUA: Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering—0
Grammarless Parsing for Joint Inference—0
Graph Based Decoding for Event Sequencing and Coreference Resolution—0
Graph-Based Decoding for Event Sequencing and Coreference Resolution—0
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model—0
Graph Refinement for Coreference Resolution—0
Graph Refinement for Coreference Resolution—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—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