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Coreference Resolution

Papers

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Showing 301–350 of 880 papers

TitleStatusHype
Sequence to Sequence Coreference ResolutionCode0
It’s absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution?—0
Enhanced Labelling in Active Learning for Coreference Resolution—0
D-Coref: A Fast and Lightweight Coreference Resolution Model using DistilBERT—0
Creation of Corpus and Analysis in Code-Mixed Kannada-English Social Media Data for POS Tagging—0
Multitask Learning-Based Neural Bridging Reference ResolutionCode0
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing—0
Variation in Coreference Strategies across Genres and Production MediaCode0
Bridging Resolution: A Survey of the State of the Art—0
Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings—0
BERT-based Cohesion Analysis of Japanese TextsCode1
Aspect Extraction Using Coreference Resolution and Unsupervised Filtering—0
Event Coreference Resolution with Non-Local Information—0
Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaCode1
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
Exploring Span Representations in Neural Coreference ResolutionCode0
Exploring Coreference Features in Heterogeneous Data—0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks—0
Adapting Coreference Resolution to Twitter ConversationsCode0
Fast End-to-end Coreference Resolution for Korean—0
Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art—0
Pre-training Mention Representations in Coreference Models—0
Neural Coreference Resolution for ArabicCode1
Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionCode0
Pairwise Representation Learning for Event Coreference—0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—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 Linguistic Analysis of Visually Grounded Dialogues Based on Spatial ExpressionsCode1
CoRefi: A Crowd Sourcing Suite for Coreference AnnotationCode1
Learning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksCode1
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a StartCode1
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference ResolutionCode0
DWIE: an entity-centric dataset for multi-task document-level information extractionCode1
Revealing the Myth of Higher-Order Inference in Coreference ResolutionCode1
Streamlining Cross-Document Coreference Resolution: Evaluation and ModelingCode1
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information—0
Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution—0
End-to-End Neural Event Coreference ResolutionCode1
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
CorefQA: Coreference Resolution as Query-based Span PredictionCode1
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event—0
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?—0
Segmentation Approach for Coreference Resolution Task—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