SOTAVerified

Coreference Resolution

Papers

Showing 576600 of 880 papers

TitleStatusHype
Overview of the 2016 ALTA Shared Task: Cross-KB Coreference0
Disambiguating Entities Referred by Web Endpoints using Tree Ensembles0
Featureless Domain-Specific Term Extraction with Minimal Labelled Data0
The Role of Wikipedia in Text Analysis and Retrieval0
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet0
Joint Inference for Event Coreference Resolution0
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction0
Generating Questions and Multiple-Choice Answers using Semantic Analysis of Texts0
Acquisition of semantic relations between terms: how far can we get with standard NLP tools?0
Extending AIDA framework by incorporating coreference resolution on detected mentions and pruning based on popularity of an entity0
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge0
Statistical Script Learning with Recurrent Neural Networks0
Leveraging coreference to identify arms in medical abstracts: An experimental study0
Twitter at the Grammys: A Social Media Corpus for Entity Linking and DisambiguationCode0
The Gun Violence Database: A new task and data set for NLP0
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms0
Broad Context Language Modeling as Reading Comprehension0
A Pipeline Japanese Entity Linking System with Embedding Features0
Deep Reinforcement Learning for Mention-Ranking Coreference ModelsCode0
Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV ShowsCode0
You Shall Know People by the Company They Keep: Person Name Disambiguation for Social Network Construction0
Improving Pronoun Translation by Modeling Coreference Uncertainty0
Cross-lingual Pronoun Prediction with Linguistically Informed Features0
Pronoun Prediction with Latent Anaphora Resolution0
It-disambiguation and source-aware language models for cross-lingual pronoun prediction0
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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