SOTAVerified

Coreference Resolution

Papers

Showing 101150 of 880 papers

TitleStatusHype
Cross-document Misinformation Detection based on Event Graph ReasoningCode1
Exploring the Benefits of Training Expert Language Models over Instruction TuningCode1
LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionCode1
UL2: Unifying Language Learning ParadigmsCode1
Aspect Extraction Using Coreference Resolution and Unsupervised Filtering0
Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts0
Active Learning for Coreference Resolution0
Bridging resolution: Task definition, corpus resources and rule-based experiments0
All Roads Lead to UD: Converting Stanford and Penn Parses to English Universal Dependencies with Multilayer Annotations0
Broad Context Language Modeling as Reading Comprehension0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
A Rule Based Solution to Co-reference Resolution in Clinical Text0
ARKref: a rule-based coreference resolution system0
Aligning Entity Names with Online Aliases on Twitter0
Coreference Resolution: Are the eliminated spans totally worthless?0
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents0
Active Learning for Coreference Resolution0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision0
A Lightweight Modeling Middleware for Corpus Processing0
A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision0
Bridging Relations in Polish: Adaptation of Existing Typologies0
Bridging Resolution: A Survey of the State of the Art0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes0
A State-of-the-Art Mention-Pair Model for Coreference Resolution0
A Probabilistic Model for Canonicalizing Named Entity Mentions0
A Probabilistic Annotation Model for Crowdsourcing Coreference0
A Large Scale Database of Strongly-related Events in Japanese0
A Predictive Model for Notional Anaphora in English0
A Practical Perspective on Latent Structured Prediction for Coreference Resolution0
A Knowledge Hunting Framework for Common Sense Reasoning0
A Cross-document Coreference Dataset for Longitudinal Tracking across Radiology Reports0
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 CROC0
A Portuguese-Spanish Corpus Annotated for Subject Realization and Referentiality0
A Joint Model for Quotation Attribution and Coreference Resolution0
A Pipeline Japanese Entity Linking System with Embedding Features0
A Pipeline For Discourse Circuits From CCG0
A Joint Model for Entity Analysis: Coreference, Typing, and Linking0
Acquisition of semantic relations between terms: how far can we get with standard NLP tools?0
A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka's ``Verwandlung''0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension0
A Joint Framework for Coreference Resolution and Mention Head Detection0
Antecedent Prediction Without a Pipeline0
Announcing Prague Czech-English Dependency Treebank 2.00
A Corpus to Learn Refer-to-as Relations for Nominals0
Annotation and Evaluation of Coreference Resolution in Screenplays0
Annotating anaphoric phenomena in situated dialogue0
A hybrid entity-centric approach to Persian pronoun resolution0
Annotated Gigaword0
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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