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Coreference Resolution

Papers

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Showing 301–350 of 880 papers

TitleStatusHype
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
Different Flavors of GUM: Evaluating Genre and Sentence Type Effects on Multilayer Corpus Annotation Quality—0
Analysis of Coreference Relations in the Biomedical Literature—0
Disambiguating Entities Referred by Web Endpoints using Tree Ensembles—0
Deep Reinforcement Learning for NLP—0
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event—0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines—0
Discovering Implicit Discourse Relations Through Brown Cluster Pair Representation and Coreference Patterns—0
Distributional Semantics for Resolving Bridging Mentions—0
DIT: Summarisation and Semantic Expansion in Evaluating Semantic Similarity—0
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema—0
Docforia: A Multilayer Document Model—0
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long—0
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach—0
Domain Adaptation of Coreference Resolution for Radiology Reports—0
Domain Adaptation with Active Learning for Coreference Resolution—0
Domain-Specific Coreference Resolution with Lexicalized Features—0
Domain-specific vs. Uniform Modeling for Coreference Resolution—0
A Multi-Pass Sieve Coreference Resolution for Indonesian—0
DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays—0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning—0
Deep Neural Networks for Coreference Resolution for Polish—0
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms—0
Dynamic Knowledge-Base Alignment for Coreference Resolution—0
BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment—0
Easy-first Coreference Resolution—0
Easy Victories and Uphill Battles in Coreference Resolution—0
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction—0
Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language—0
Efficient and Interpretable Neural Models for Entity Tracking—0
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing—0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—0
Deep Learning Embeddings for Discontinuous Linguistic Units—0
Bridging Relations in Polish: Adaptation of Existing Typologies—0
Embedding Methods for Fine Grained Entity Type Classification—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
Adapting Coreference Resolution for Narrative Processing—0
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction—0
End-to-end Deep Reinforcement Learning Based Coreference Resolution—0
End-to-end Multilingual Coreference Resolution with Mention Head Prediction—0
End-to-End Neural Bridging Resolution—0
End-to-End Neural Context Reconstruction in Chinese Dialogue—0
Evaluating automatic cross-domain Dutch semantic role annotation—0
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline—0
Evaluation of Coreference Resolution Systems Under Adversarial Attacks—0
Enhanced Labelling in Active Learning for Coreference Resolution—0
Casting Implicit Role Linking as an Anaphora Resolution Task—0
A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL Anthology—0
Enriching Basque Coreference Resolution System using Semantic Knowledge sources—0
Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque—0
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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