SOTAVerified

Coreference Resolution

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–400 of 880 papers

TitleStatusHype
D-Coref: A Fast and Lightweight Coreference Resolution Model using DistilBERT—0
Predicting Coreference in Abstract Meaning Representations—0
Creation of Corpus and Analysis in Code-Mixed Kannada-English Social Media Data for POS Tagging—0
The Gap on GAP: Tackling the Problem of Differing Data Distributions in Bias-Measuring DatasetsCode0
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and NewsCode0
Reasoning Over History: Context Aware Visual Dialog—0
Coreference for Discourse Parsing: A Neural Approach—0
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art—0
Pre-training Mention Representations in Coreference Models—0
Exploring Span Representations in Neural Coreference ResolutionCode0
Fast End-to-end Coreference Resolution for Korean—0
Exploring Coreference Features in Heterogeneous Data—0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks—0
Adapting Coreference Resolution to Twitter ConversationsCode0
Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionCode0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—0
Pairwise Representation Learning for Event Coreference—0
What more can Entity Linking do for Question Answering?—0
Joint Semantic Analysis with Document-Level Cross-Task Coherence RewardsCode0
Using Type Information to Improve Entity Coreference Resolution—0
Discourse structure interacts with reference but not syntax in neural language modelsCode0
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference ResolutionCode0
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information—0
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution—0
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural NetworkCode0
Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference—0
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?—0
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event—0
Segmentation Approach for Coreference Resolution Task—0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension—0
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
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
Refining Implicit Argument Annotation for UCCA—0
Towards classification parity across cohorts—0
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models—0
PeTra: A Sparsely Supervised Memory Model for People TrackingCode0
Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes—0
Coreference-Based Text Simplification—0
Simplifying Coreference Chains for Dyslexic Children—0
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?—0
Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes—0
MuDoCo: Corpus for Multidomain Coreference Resolution and Referring Expression Generation—0
Chat or Learn: a Data-Driven Robust Question-Answering System—0
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks—0
GerDraCor-Coref: A Coreference Corpus for Dramatic Texts in German—0
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction—0
French Coreference for Spoken and Written Language—0
Paraphrasing vs Coreferring: Two Sides of the Same CoinCode0
Incremental Neural Coreference Resolution in Constant MemoryCode0
Entity Candidate Network for Whole-Aware Named Entity Recognition—0
Show:102550
← PrevPage 8 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
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