SOTAVerified

Coreference Resolution

Papers

Showing 451500 of 880 papers

TitleStatusHype
SDNet: Contextualized Attention-based Deep Network for Conversational Question AnsweringCode0
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling0
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAGCode0
The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionCode0
Modelling Pro-drop with the Rational Speech Acts Model0
Expletives in Universal Dependency TreebanksCode0
Team GESIS Cologne: An all in all sentence-based approach for FEVER0
Named Person Coreference in English News0
PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution0
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsCode0
Event Coreference Resolution Using Neural Network Classifiers0
A Knowledge Hunting Framework for Common Sense Reasoning0
CUNI Transformer Neural MT System for WMT180
Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments0
Getting to ``Hearer-old'': Charting Referring Expressions Across Time0
A Probabilistic Annotation Model for Crowdsourcing Coreference0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images0
Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference ResolutionCode0
Triad-based Neural Network for Coreference ResolutionCode0
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features0
Visual Coreference Resolution in Visual Dialog using Neural Module NetworksCode0
Syntactic Scaffolds for Semantic StructuresCode0
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionCode1
Bridging resolution: Task definition, corpus resources and rule-based experiments0
Graph Based Decoding for Event Sequencing and Coreference Resolution0
NLATool: an Application for Enhanced Deep Text UnderstandingCode0
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity LinkingCode0
A New Approach to Animacy Detection0
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical ResourcesCode0
Addressing the Winograd Schema Challenge as a Sequence Ranking Task0
Towards Coreference for Literary Text: Analyzing Domain-Specific Phenomena0
Gender Bias in Neural Natural Language ProcessingCode0
Natural Language Processing for Information ExtractionCode0
The Role of Syntax During Pronoun Resolution: Evidence from fMRI0
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts0
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures0
Deep Reinforcement Learning for NLP0
Identification of Alias Links among Participants in Narratives0
Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis0
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking0
Graph-Based Decoding for Event Sequencing and Coreference Resolution0
A Simple Method for Commonsense ReasoningCode0
PAWS: A Multi-lingual Parallel Treebank with Anaphoric Relations0
Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution0
KNU CI System at SemEval-2018 Task4: Character Identification by Solving Sequence-Labeling Problem0
KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents0
Nested Named Entity Recognition Revisited0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge0
Anaphora and Coreference Resolution: A Review0
Show:102550
← PrevPage 10 of 18Next →

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