SOTAVerified

Coreference Resolution

Papers

Showing 751800 of 880 papers

TitleStatusHype
Dependency parsing representation effects on the accuracy of semantic applications --- an example of an inflective language0
A Large Scale Database of Strongly-related Events in Japanese0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures0
A hierarchical taxonomy for classifying hardness of inference tasks0
An Exercise in Reuse of Resources: Adapting General Discourse Coreference Resolution for Detecting Lexical Chains in Patent Documentation0
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools0
Biomedical entity extraction using machine-learning based approaches0
N ^3 - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format0
Supervised Within-Document Event Coreference using Information Propagation0
Corpus for Coreference Resolution on Scientific PapersCode0
Zero subject detection for Polish0
Multilingual, Efficient and Easy NLP Processing with IXA Pipeline0
Domain Adaptation with Active Learning for Coreference Resolution0
Discovering Implicit Discourse Relations Through Brown Cluster Pair Representation and Coreference Patterns0
Coreference Resolution Evaluation for Higher Level Applications0
Resolving Coreferent and Associative Noun Phrases in Scientific Text0
A Summariser based on Human Memory Limitations and Lexical Competition0
A New Entity Salience Task with Millions of Training Examples0
A Joint Model for Quotation Attribution and Coreference Resolution0
Narrowing the Modeling Gap: A Cluster-Ranking Approach to Coreference Resolution0
A Joint Model for Entity Analysis: Coreference, Typing, and Linking0
Deep Learning Embeddings for Discontinuous Linguistic Units0
Examining the Impact of Coreference Resolution on Quote Attribution0
Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities0
ARKref: a rule-based coreference resolution system0
Linguistically Aware Coreference Evaluation Metrics0
Adapting a State-of-the-art Anaphora Resolution System for Resource-poor Language0
Easy Victories and Uphill Battles in Coreference Resolution0
Multilingual Mention Detection for Coreference Resolution0
Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus0
Error-Driven Analysis of Challenges in Coreference ResolutionCode0
Exploiting Zero Pronouns to Improve Chinese Coreference Resolution0
Chinese Event Coreference Resolution: Understanding the State of the Art0
A Constrained Latent Variable Model for Coreference Resolution0
Relational Inference for Wikification0
Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves0
Two Case Studies on Translating Pronouns in a Deep Syntax Framework0
Animacy Detection with Voting Models0
Semantic Relations between Events and their Time, Locations and Participants for Event Coreference Resolution0
Machine Learning for Mention Head Detection in Multilingual Coreference Resolution0
Unsupervised structured semantic inference for spoken dialog reservation tasks0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules0
PARMA: A Predicate Argument AlignerCode0
Multigraph Clustering for Unsupervised Coreference Resolution0
Dynamic Knowledge-Base Alignment for Coreference Resolution0
Decentralized Entity-Level Modeling for Coreference Resolution0
The CoNLL-2013 Shared Task on Grammatical Error Correction0
Investigation of annotator's behaviour using eye-tracking data0
Recognition of Named Entities Boundaries in Polish Texts0
What causes a causal relation? Detecting Causal Triggers in Biomedical Scientific Discourse0
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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