SOTAVerified

Coreference Resolution

Papers

Showing 701750 of 880 papers

TitleStatusHype
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary0
Parsing Algebraic Word Problems into Equations0
Latent Trees for Coreference Resolution0
Relations World: A Possibilistic Graphical Model0
Analysis of Coreference Relations in the Biomedical Literature0
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents0
Recall Error Analysis for Coreference Resolution0
Prune-and-Score: Learning for Greedy Coreference Resolution0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments0
Unsupervised Sentence Enhancement for Automatic Summarization0
Using Mined Coreference Chains as a Resource for a Semantic Task0
Unsupervised Coreference Resolution by Utilizing the Most Informative Relations0
Automatic Discovery of Adposition Typology0
Biomedical/Clinical NLP0
Limited memory incremental coreference resolution0
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information0
Triple based Background Knowledge Ranking for Document Enrichment0
Cross-lingual Coreference Resolution of Pronouns0
A Conceptual Framework of Online Natural Language Processing Pipeline Application0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge0
DIT: Summarisation and Semantic Expansion in Evaluating Semantic Similarity0
SemEval-2014 Task 7: Analysis of Clinical Text0
Conceptual and Practical Steps in Event Coreference Analysis of Large-scale Data0
Coreference Resolution for Structured Drug Product Labels0
Evaluation for Partial Event Coreference0
The CoNLL-2014 Shared Task on Grammatical Error CorrectionCode1
Collective Tweet Wikification based on Semi-supervised Graph Regularization0
An Extension of BLANC to System Mentions0
An Exploration of Embeddings for Generalized Phrases0
Robust Entity Clustering via Phylogenetic Inference0
A Bayesian Mixed Effects Model of Literary Character0
Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation0
Descending-Path Convolution Kernel for Syntactic Structures0
Visualization, Search, and Error Analysis for Coreference Annotations0
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features0
Wikification and Beyond: The Challenges of Entity and Concept Grounding0
The Stanford CoreNLP Natural Language Processing ToolkitCode0
Unsupervised Event Coreference Resolution0
What are You Talking About? Text-to-Image Coreference0
Dependency parsing representation effects on the accuracy of semantic applications --- an example of an inflective language0
The Extended DIRNDL Corpus as a Resource for Coreference and Bridging Resolution0
Multilingual corpora with coreferential annotation of person entities0
N ^3 - A Collection of Datasets for Named Entity Recognition and Disambiguation in the NLP Interchange Format0
An Exercise in Reuse of Resources: Adapting General Discourse Coreference Resolution for Detecting Lexical Chains in Patent Documentation0
Detecting Subevent Structure for Event Coreference Resolution0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools0
Language Resources and Annotation Tools for Cross-Sentence Relation Extraction0
Flow Graph Corpus from Recipe Texts0
Corpus for Coreference Resolution on Scientific PapersCode0
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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