SOTAVerified

Coreference Resolution

Papers

Showing 201250 of 880 papers

TitleStatusHype
Exploring Span Representations in Neural Coreference ResolutionCode0
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language ModelsCode0
A Controlled Reevaluation of Coreference Resolution ModelsCode0
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora ProbabilitiesCode0
Marmara Turkish Coreference Corpus and Coreference Resolution BaselineCode0
Constrained Multi-Task Learning for Event Coreference ResolutionCode0
Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 ChallengeCode0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceCode0
Multilingual Coreference Resolution in Low-resource South Asian LanguagesCode0
Multi-task Learning Based Neural Bridging Reference ResolutionCode0
Multitask Learning-Based Neural Bridging Reference ResolutionCode0
Joint Semantic Analysis with Document-Level Cross-Task Coherence RewardsCode0
Error-Driven Analysis of Challenges in Coreference ResolutionCode0
Entity-Level Sentiment Analysis (ELSA): An exploratory task surveyCode0
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the ArtCode0
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresCode0
OpenEL: An Annotated Corpus for Entity Linking and Discourse in Open Domain DialogueCode0
Paraphrasing vs Coreferring: Two Sides of the Same CoinCode0
ParCorFull2.0: a Parallel Corpus Annotated with Full CoreferenceCode0
Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic InformationCode0
PDFAnno: a Web-based Linguistic Annotation Tool for PDF DocumentsCode0
WikiCREM: A Large Unsupervised Corpus for Coreference ResolutionCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionCode0
Coreference Reasoning in Machine Reading ComprehensionCode0
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsCode0
Adapting Coreference Resolution Models through Active LearningCode0
End-to-end Neural Coreference ResolutionCode0
BERT for Coreference Resolution: Baselines and AnalysisCode0
Event Coreference Resolution for Contentious Politics EventsCode0
BenCoref: A Multi-Domain Dataset of Nominal Phrases and Pronominal Reference AnnotationsCode0
Resolving Gendered Ambiguous Pronouns with BERTCode0
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution ModelsCode0
Adapting Coreference Resolution to Twitter ConversationsCode0
Ellipsis Resolution as Question Answering: An EvaluationCode0
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolutionCode0
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and NewsCode0
Discourse structure interacts with reference but not syntax in neural language modelsCode0
Dynamic Entity Representations in Neural Language ModelsCode0
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural NetworkCode0
Coreference Resolution through a seq2seq Transition-Based SystemCode0
Exophoric Pronoun Resolution in Dialogues with Topic RegularizationCode0
Deep Reinforcement Learning for Mention-Ranking Coreference ModelsCode0
Asking and Answering Questions to Extract Event-Argument StructuresCode0
Automatic Data Acquisition for Event Coreference ResolutionCode0
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsCode0
Crowdsourcing and Aggregating Nested Markable AnnotationsCode0
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution.Code0
A Tidy Data Model for Natural Language Processing using cleanNLPCode0
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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