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Coreference Resolution

Papers

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Showing 701–750 of 880 papers

TitleStatusHype
CorPipe at CRAC 2024: Predicting Zero Mentions from Raw TextCode0
Yall should read this! Identifying Plurality in Second-Person Personal Pronouns in English TextsCode0
Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language ModelsCode0
Toward Gender-Inclusive Coreference ResolutionCode0
Long-context Non-factoid Question Answering in Indic LanguagesCode0
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument CompatibilitiesCode0
A Controlled Reevaluation of Coreference Resolution ModelsCode0
Recognition of They/Them as Singular Personal Pronouns in Coreference ResolutionCode0
SocialIQA: Commonsense Reasoning about Social InteractionsCode0
Exophoric Pronoun Resolution in Dialogues with Topic RegularizationCode0
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora ProbabilitiesCode0
Expletives in Universal Dependency TreebanksCode0
Major Entity Identification: A Generalizable Alternative to Coreference ResolutionCode0
Marmara Turkish Coreference Corpus and Coreference Resolution BaselineCode0
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and NewsCode0
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
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference ResolutionCode0
Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference ResolutionCode0
Exploring Span Representations in Neural Coreference ResolutionCode0
Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsCode0
Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the ArtCode0
Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsCode0
Model-based annotation of coreferenceCode0
Solving the Challenge Set without Solving the Task: On Winograd Schemas as a Test of Pronominal Coreference ResolutionCode0
Adapting Coreference Resolution to Twitter ConversationsCode0
ezCoref: Towards Unifying Annotation Guidelines for Coreference ResolutionCode0
SpanBERT: Improving Pre-training by Representing and Predicting SpansCode0
SPLICE: A Singleton-Enhanced PipeLIne for Coreference REsolutionCode0
Error-Driven Analysis of Challenges in Coreference ResolutionCode0
mOKB6: A Multilingual Open Knowledge Base Completion BenchmarkCode0
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural NetworkCode0
Fill the GAP: Exploiting BERT for Pronoun ResolutionCode0
Findings of the Shared Task on Multilingual Coreference ResolutionCode0
Findings of the Third Shared Task on Multilingual Coreference ResolutionCode0
BERT for Coreference Resolution: Baselines and AnalysisCode0
Entity-Level Sentiment Analysis (ELSA): An exploratory task surveyCode0
A Simple Method for Commonsense ReasoningCode0
Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceCode0
Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionCode0
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution.Code0
Multi-hop Question Answering via Reasoning ChainsCode0
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical ResourcesCode0
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation ExtractionCode0
Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic InformationCode0
End-to-end Neural Coreference ResolutionCode0
Gender Bias in Neural Natural Language ProcessingCode0
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence PoolingCode0
Gendered Pronoun Resolution using BERT and an extractive question answering formulationCode0
Multilingual Coreference Resolution in Multiparty DialogueCode0
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All datasetsWinograd Schema ChallengeOntoNotesCoNLL-2012GAPDWIEWikiCorefCoNLL12LitBankOntoGUMPreCoSTM-corefXWinograd EN

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 540B (fine-tuned)Accuracy100—Unverified
2Vega v2 6B (KD-based prompt transfer)Accuracy98.6—Unverified
3UL2 20B (fine-tuned)Accuracy98.1—Unverified
4Turing NLR v5 XXL 5.4B (fine-tuned)Accuracy97.3—Unverified
5ST-MoE-32B 269B (fine-tuned)Accuracy96.6—Unverified
6DeBERTa-1.5BAccuracy95.9—Unverified
7T5-XXL 11B (fine-tuned)Accuracy93.8—Unverified
8ST-MoE-L 4.1B (fine-tuned)Accuracy93.3—Unverified
9RoBERTa-WinoGrande 355MAccuracy90.1—Unverified
10Flan-T5 XXL (zero -shot)Accuracy89.82—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF183.6—Unverified
2seq2seqF183.3—Unverified
3ASP+T0-3BF182.3—Unverified
4caw-coref + RoBERTaF181.6—Unverified
5LingMessF181.4—Unverified
6wl-coref + RoBERTaF181—Unverified
7U-MEM + LongformerF180.9—Unverified
8longdoc S (OntoNotes + 60k pseudo-singletons)F180.6—Unverified
9G2GT SpanBERT-large reducedF180.5—Unverified
10G2GT SpanBERT-large overlapF180.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesAvg F183.6—Unverified
2seq2seqAvg F183.3—Unverified
3CorefQA + SpanBERT-largeAvg F183.1—Unverified
4ASP+T0-3BAvg F182.3—Unverified
5wl-coref + RoBERTaAvg F181—Unverified
6s2e + Longformer-LargeAvg F180.3—Unverified
7SpanBERT + Cluster MergingAvg F180.2—Unverified
8c2f + SpanBERT-LargeAvg F180.2—Unverified
9CorefQA + SpanBERT-baseAvg F179.9—Unverified
10U-MEM* + SpanBERT-largeAvg F179.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Coref-MTLOverall F192.72—Unverified
2ProBERTOverall F192.5—Unverified
3Maverick_incrOverall F191.2—Unverified
4Full EnsembleOverall F190.2—Unverified
5PeTraF185.3—Unverified
#ModelMetricClaimedVerifiedStatus
1REXELAvg. F195.12—Unverified
2JointAvg. F191.6—Unverified
3KB-bothAvg. F191.5—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_mesF166.8—Unverified
2longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)F162.5—Unverified
3longdoc S (OntoNotes + PreCo + LitBank)F160.3—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepStruct multi-task w/ finetuneAverage F173.1—Unverified
2DeepStruct multi-taskAverage F160.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrAvg F178.3—Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F178.2—Unverified
#ModelMetricClaimedVerifiedStatus
1MTL-corefAvg F168.2—Unverified
2SpanBERTAvg F164.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Maverick_incrF188—Unverified
2longdoc S (OntoNotes + PreCo + LitBank)F187.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BFCR + SpanBERT + Transfer LearningCoNLL F161.4—Unverified
2BFCR + SpanBERTCoNLL F150.4—Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy81.29—Unverified
2BLOOMZAccuracy69.08—Unverified
#ModelMetricClaimedVerifiedStatus
1mT0-13BAccuracy78.31—Unverified
2BLOOMZAccuracy68.67—Unverified
#ModelMetricClaimedVerifiedStatus
1longdoc S (OntoNotes + PreCo + LitBank)F142.9—Unverified
#ModelMetricClaimedVerifiedStatus
1dali-full-anaphoraAvg F177.9—Unverified