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Coreference Resolution

Papers

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Showing 601–650 of 880 papers

TitleStatusHype
Different Flavors of GUM: Evaluating Genre and Sentence Type Effects on Multilayer Corpus Annotation Quality—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
Event Linking with Sentential Features from Convolutional Neural Networks—0
Coreference in Wikipedia: Main Concept Resolution—0
context2vec: Learning Generic Context Embedding with Bidirectional LSTM—0
Singleton Detection using Word Embeddings and Neural Networks—0
Jigg: A Framework for an Easy Natural Language Processing PipelineCode0
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long—0
Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
The More Antecedents, the Merrier: Resolving Multi-Antecedent Anaphors—0
Using mention accessibility to improve coreference resolution—0
QA-It: Classifying Non-Referential It for Question Answer PairsCode0
Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsCode0
When Annotation Schemes Change Rules Help: A Configurable Approach to Coreference Resolution beyond OntoNotes—0
Beyond Identity Coreference: Contrasting Indicators of Textual Coherence in English and German—0
Exploring the steps of Verb Phrase Ellipsis—0
Experiments on bridging across languages and genres—0
Error analysis for anaphora resolution in Russian: new challenging issues for anaphora resolution task in a morphologically rich language—0
Sense Anaphoric Pronouns: Am I One?—0
How to Handle Split Antecedents in Tamil?—0
Bridging Corpus for Russian in comparison with Czech—0
Bridging Relations in Polish: Adaptation of Existing Typologies—0
Discontinuous Genitives in Hindi/Urdu—0
Abstract Coreference in a Multilingual Perspective: a View on Czech and German—0
Proceedings of the Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2016)—0
Coreference Resolution for the Basque Language with BART—0
Anaphoricity in Connectives: A Case Study on German—0
Antecedent Prediction Without a Pipeline—0
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search—0
SemEval-2016 Task 5: Aspect Based Sentiment Analysis—0
VENSESEVAL at Semeval-2016 Task 2 iSTS - with a full-fledged rule-based approach—0
Search Space Pruning: A Simple Solution for Better Coreference Resolvers—0
Scalable Statistical Relational Learning for NLP—0
Robust Dialog State Tracking for Large Ontologies—0
Towards Multiple Antecedent Coreference Resolution in Specialized Discourse—0
Incorporating Lexico-semantic Heuristics into Coreference Resolution Sieves for Named Entity Recognition at Document-level—0
Event Coreference Resolution with Multi-Pass Sieves—0
WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles—0
Adapting an Entity Centric Model for Portuguese Coreference Resolution—0
Learning Global Features for Coreference ResolutionCode0
Unsupervised Ranking Model for Entity Coreference Resolution—0
Sieve-based Coreference Resolution in the Biomedical Domain—0
Coreference Resolution to Support IE from Indian Classical Music Forums—0
Distributional Semantics for Resolving Bridging Mentions—0
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model—0
Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective—0
Sentence Ordering in Electronic Navigational Chart Companion Text Generation—0
Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision—0
Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model—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