SOTAVerified

Coreference Resolution

Papers

Showing 251300 of 880 papers

TitleStatusHype
Bridging Relations in Polish: Adaptation of Existing Typologies0
Bridging Corpus for Russian in comparison with Czech0
A State-of-the-Art Mention-Pair Model for Coreference Resolution0
Aspect Extraction Using Coreference Resolution and Unsupervised Filtering0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures0
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding0
Book Review: Bayesian Analysis in Natural Language Processing by Shay Cohen0
A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis0
Addressing the Winograd Schema Challenge as a Sequence Ranking Task0
BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment0
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms0
Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms0
Biomedical entity extraction using machine-learning based approaches0
Biomedical/Clinical NLP0
Adding Distributional Semantics to Knowledge Base Entities through Web-scale Entity Linking0
Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning0
Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language0
Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities0
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers0
Anaphoricity in Connectives: A Case Study on German0
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long0
Beyond Identity Coreference: Contrasting Indicators of Textual Coherence in English and German0
Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task0
Adaptive Clustering for Coreference Resolution with Deterministic Rules and Web-Based Language Models0
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines0
Anaphora and Coreference Resolution: A Review0
A Conceptual Framework of Online Natural Language Processing Pipeline Application0
Domain Adaptation of Coreference Resolution for Radiology Reports0
Domain Adaptation with Active Learning for Coreference Resolution0
Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules0
A Computational Model of Human Preferences for Pronoun Resolution0
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models0
BASHI: A Corpus of Wall Street Journal Articles Annotated with Bridging Links0
Analyzing and Visualizing Coreference Resolution Errors0
A Bayesian Mixed Effects Model of Literary Character0
Descending-Path Convolution Kernel for Syntactic Structures0
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task0
Dependency parsing representation effects on the accuracy of semantic applications --- an example of an inflective language0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules0
Analysis of Coreference Relations in the Biomedical Literature0
Deep Reinforcement Learning for NLP0
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema0
Detecting Scenes in Fiction: A new Segmentation Task0
Detecting Subevent Structure for Event Coreference Resolution0
D\'etection automatique de cha\^ de cor\'ef\'erence pour le fran \'ecrit: r\`egles et ressources adapt\'ees au rep\'erage de ph\'enom\`enes linguistiques sp\'ecifiques (Automatic coreference resolution for written French : rules and resources for specific linguistic phenomena)0
D\'etection de cor\'ef\'erences de bout en bout en fran (End-to-end coreference resolution for French)0
A Multi-Pass Sieve Coreference Resolution for Indonesian0
Deep Neural Networks for Coreference Resolution for Polish0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 540B (fine-tuned)Accuracy100Unverified
2Vega v2 6B (KD-based prompt transfer)Accuracy98.6Unverified
3UL2 20B (fine-tuned)Accuracy98.1Unverified
4Turing NLR v5 XXL 5.4B (fine-tuned)Accuracy97.3Unverified
5ST-MoE-32B 269B (fine-tuned)Accuracy96.6Unverified
6DeBERTa-1.5BAccuracy95.9Unverified
7T5-XXL 11B (fine-tuned)Accuracy93.8Unverified
8ST-MoE-L 4.1B (fine-tuned)Accuracy93.3Unverified
9RoBERTa-WinoGrande 355MAccuracy90.1Unverified
10Flan-T5 XXL (zero -shot)Accuracy89.82Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF183.6Unverified
2seq2seqF183.3Unverified
3ASP+T0-3BF182.3Unverified
4caw-coref + RoBERTaF181.6Unverified
5LingMessF181.4Unverified
6wl-coref + RoBERTaF181Unverified
7U-MEM + LongformerF180.9Unverified
8longdoc S (OntoNotes + 60k pseudo-singletons)F180.6Unverified
9G2GT SpanBERT-large reducedF180.5Unverified
10G2GT SpanBERT-large overlapF180.2Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesAvg F183.6Unverified
2seq2seqAvg F183.3Unverified
3CorefQA + SpanBERT-largeAvg F183.1Unverified
4ASP+T0-3BAvg F182.3Unverified
5wl-coref + RoBERTaAvg F181Unverified
6s2e + Longformer-LargeAvg F180.3Unverified
7SpanBERT + Cluster MergingAvg F180.2Unverified
8c2f + SpanBERT-LargeAvg F180.2Unverified
9CorefQA + SpanBERT-baseAvg F179.9Unverified
10U-MEM* + SpanBERT-largeAvg F179.6Unverified
#ModelMetricClaimedVerifiedStatus
1Coref-MTLOverall F192.72Unverified
2ProBERTOverall F192.5Unverified
3Maverick_incrOverall F191.2Unverified
4Full EnsembleOverall F190.2Unverified
5PeTraF185.3Unverified
#ModelMetricClaimedVerifiedStatus
1REXELAvg. F195.12Unverified
2JointAvg. F191.6Unverified
3KB-bothAvg. F191.5Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF166.8Unverified
2longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)F162.5Unverified
3longdoc S (OntoNotes + PreCo + LitBank)F160.3Unverified
#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-task w/ finetuneAverage F173.1Unverified
2DeepStruct multi-taskAverage F160.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrAvg F178.3Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F178.2Unverified
#ModelMetricClaimedVerifiedStatus
1MTL-corefAvg F168.2Unverified
2SpanBERTAvg F164.6Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrF188Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F187.6Unverified
#ModelMetricClaimedVerifiedStatus
1BFCR + SpanBERT + Transfer LearningCoNLL F161.4Unverified
2BFCR + SpanBERTCoNLL F150.4Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy81.29Unverified
2BLOOMZAccuracy69.08Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy78.31Unverified
2BLOOMZAccuracy68.67Unverified
#ModelMetricClaimedVerifiedStatus
1longdoc S (OntoNotes + PreCo + LitBank)F142.9Unverified
#ModelMetricClaimedVerifiedStatus
1dali-full-anaphoraAvg F177.9Unverified