SOTAVerified

Coreference Resolution

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 880 papers

TitleStatusHype
Incorporating Centering Theory into Neural Coreference ResolutionCode0
Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer—0
Cross-document Misinformation Detection based on Event Graph ReasoningCode1
End-to-End Chinese Speaker IdentificationCode1
Recognition of They/Them as Singular Personal Pronouns in Coreference ResolutionCode0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution ApproachCode0
Personal Entity, Concept, and Named Entity Linking in ConversationsCode1
Towards Coreference Resolution for Early Irish—0
PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in EnglishCode0
CorefUD 1.0: Coreference Meets Universal Dependencies—0
Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts—0
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports—0
ParCorFull2.0: a Parallel Corpus Annotated with Full CoreferenceCode0
OpenEL: An Annotated Corpus for Entity Linking and Discourse in Open Domain DialogueCode0
Évaluation comparative de systèmes neuronal et statistique pour la résolution de coréférence en langage parlé (Comparative evaluation of neural and statistical coreference resolution on spoken language )—0
VD-PCR: Improving Visual Dialog with Pronoun Coreference ResolutionCode1
Large Language Models are Few-Shot Clinical Information Extractors—0
LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionCode1
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities—0
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations—0
DeepStruct: Pretraining of Language Models for Structure PredictionCode1
What GPT Knows About Who is WhoCode0
UL2: Unifying Language Learning ParadigmsCode1
A Structured Span SelectorCode1
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction—0
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?—0
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution—0
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model—0
A Methodology for the Comparison of Human Judgments With Metrics for Coreference Resolution—0
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsCode0
PaLM: Scaling Language Modeling with PathwaysCode2
A sequence-to-sequence approach for document-level relation extractionCode1
Graph Refinement for Coreference ResolutionCode0
Event Coreference Resolution for Contentious Politics EventsCode0
Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 ChallengeCode0
CorefDRE: Document-level Relation Extraction with coreference resolution—0
Incorporating Constituent Syntax for Coreference ResolutionCode1
ST-MoE: Designing Stable and Transferable Sparse Expert ModelsCode3
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsCode0
ezCoref: A Scalable Approach for Collecting Crowdsourced Annotations for Coreference Resolution—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Cross-document Misinformation Detection based on Event Graph Reasoning—0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes—0
DocAMR: Multi-Sentence AMR Representation and EvaluationCode1
UNITER-Based Situated Coreference Resolution with Rich Multimodal InputCode0
Coreference Resolution as Span Boundary Alignment—0
A Multilingual Corpus for Socio-political Event Coreference Resolution—0
Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction—0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
Show:102550
← PrevPage 4 of 18Next →
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