SOTAVerified

Coreference Resolution

Papers

Showing 651–700 of 880 papers

TitleStatusHype
A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis—0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures—0
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing—0
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information—0
A Neural Entity Coreference Resolution Review—0
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing—0
A New Approach to Animacy Detection—0
A New Entity Salience Task with Millions of Training Examples—0
An Exercise in Reuse of Resources: Adapting General Discourse Coreference Resolution for Detecting Lexical Chains in Patent Documentation—0
An Exploration of Embeddings for Generalized Phrases—0
An Extension of BLANC to System Mentions—0
An Eye-tracking Study of Named Entity Annotation—0
Animacy Detection with Voting Models—0
Annotated Gigaword—0
Annotating anaphoric phenomena in situated dialogue—0
Annotation and Evaluation of Coreference Resolution in Screenplays—0
Announcing Prague Czech-English Dependency Treebank 2.0—0
Antecedent Prediction Without a Pipeline—0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension—0
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''—0
A Pipeline For Discourse Circuits From CCG—0
A Pipeline Japanese Entity Linking System with Embedding Features—0
A Portuguese-Spanish Corpus Annotated for Subject Realization and Referentiality—0
Apprentissage automatique d'un mod\`ele de r\'esolution de la cor\'ef\'erence \`a partir de donn\'ees orales transcrites du fran : le syst\`eme CROC—0
A Practical Perspective on Latent Structured Prediction for Coreference Resolution—0
A Predictive Model for Notional Anaphora in English—0
A Probabilistic Annotation Model for Crowdsourcing Coreference—0
A Probabilistic Model for Canonicalizing Named Entity Mentions—0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images—0
Coreference Resolution: Are the eliminated spans totally worthless?—0
ARKref: a rule-based coreference resolution system—0
A Rule Based Solution to Co-reference Resolution in Clinical Text—0
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents—0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision—0
Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts—0
Aspect Extraction Using Coreference Resolution and Unsupervised Filtering—0
A State-of-the-Art Mention-Pair Model for Coreference Resolution—0
A stream computing approach towards scalable NLP—0
A Strong Lexical Matching Method for the Machine Comprehension Test—0
A Summariser based on Human Memory Limitations and Lexical Competition—0
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet—0
A Survey of Document-Level Information Extraction—0
Athena 2.0: Discourse and User Modeling in Open Domain Dialogue—0
Attention for Implicit Discourse Relation Recognition—0
Automatically Acquiring Fine-Grained Information Status Distinctions in German—0
Automatic Discovery of Adposition Typology—0
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema—0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task—0
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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