SOTAVerified

Coreference Resolution

Papers

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Showing 701–750 of 880 papers

TitleStatusHype
BASHI: A Corpus of Wall Street Journal Articles Annotated with Bridging Links—0
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models—0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines—0
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models—0
Beyond Identity Coreference: Contrasting Indicators of Textual Coherence in English and German—0
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long—0
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers—0
Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities—0
Biomedical/Clinical NLP—0
Biomedical entity extraction using machine-learning based approaches—0
BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment—0
Book Review: Bayesian Analysis in Natural Language Processing by Shay Cohen—0
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding—0
Bridging Corpus for Russian in comparison with Czech—0
Bridging Relations in Polish: Adaptation of Existing Typologies—0
Bridging Resolution: A Survey of the State of the Art—0
Bridging resolution: Task definition, corpus resources and rule-based experiments—0
Broad Context Language Modeling as Reading Comprehension—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotes—0
Can We Improve Model Robustness through Secondary Attribute Counterfactuals?—0
Casting Implicit Role Linking as an Anaphora Resolution Task—0
Chat or Learn: a Data-Driven Robust Question-Answering System—0
Chinese Coreference Resolution via Ordered Filtering—0
Chinese Event Coreference Resolution: Understanding the State of the Art—0
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Chinese Noun Phrase Coreference Resolution: Insights into the State of the Art—0
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling—0
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
Collaborative Partitioning for Coreference Resolution—0
Collective Classification for Fine-grained Information Status—0
Collective Tweet Wikification based on Semi-supervised Graph Regularization—0
Combating Spurious Features by Distribution Difference Regularization—0
Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering—0
Combining the Best of Two Worlds: A Hybrid Approach to Multilingual Coreference Resolution—0
Combining the output of two coreference resolution systems for two source languages to improve annotation projection—0
Comment arpenter sans m\`etre : les scores de r\'esolution de cha\^ de cor\'ef\'erences sont-ils des m\'etriques ? (Do the standard scores of evaluation of coreference resolution constitute metrics ?)—0
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge—0
Comparison of Coreference Resolvers for Deep Syntax Translation—0
Computational Analysis of Referring Expressions in Narratives of Picture Books—0
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization—0
Conceptual and Practical Steps in Event Coreference Analysis of Large-scale Data—0
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes—0
context2vec: Learning Generic Context Embedding with Bidirectional LSTM—0
Context-aware Attention Model for Coreference Resolution—0
Contrastive Entity Coreference and Disambiguation for Historical Texts—0
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information—0
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information—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
7c2f + SpanBERT-LargeAvg F180.2—Unverified
8SpanBERT + Cluster MergingAvg 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