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Coreference Resolution

Papers

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Showing 701–750 of 880 papers

TitleStatusHype
Parsing Algebraic Word Problems into Equations—0
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary—0
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment—0
Latent Trees for Coreference Resolution—0
Relations World: A Possibilistic Graphical Model—0
Analysis of Coreference Relations in the Biomedical Literature—0
Prune-and-Score: Learning for Greedy Coreference Resolution—0
Using Mined Coreference Chains as a Resource for a Semantic Task—0
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents—0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments—0
Recall Error Analysis for Coreference Resolution—0
Unsupervised Sentence Enhancement for Automatic Summarization—0
DIT: Summarisation and Semantic Expansion in Evaluating Semantic Similarity—0
Unsupervised Coreference Resolution by Utilizing the Most Informative Relations—0
Cross-lingual Coreference Resolution of Pronouns—0
Limited memory incremental coreference resolution—0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge—0
Automatic Discovery of Adposition Typology—0
A Conceptual Framework of Online Natural Language Processing Pipeline Application—0
Biomedical/Clinical NLP—0
SemEval-2014 Task 7: Analysis of Clinical Text—0
Triple based Background Knowledge Ranking for Document Enrichment—0
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information—0
Collective Tweet Wikification based on Semi-supervised Graph Regularization—0
Visualization, Search, and Error Analysis for Coreference Annotations—0
What are You Talking About? Text-to-Image Coreference—0
Conceptual and Practical Steps in Event Coreference Analysis of Large-scale Data—0
Robust Entity Clustering via Phylogenetic Inference—0
Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation—0
Evaluation for Partial Event Coreference—0
An Exploration of Embeddings for Generalized Phrases—0
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features—0
An Extension of BLANC to System Mentions—0
Coreference Resolution for Structured Drug Product Labels—0
The Stanford CoreNLP Natural Language Processing ToolkitCode0
Wikification and Beyond: The Challenges of Entity and Concept Grounding—0
Descending-Path Convolution Kernel for Syntactic Structures—0
A Bayesian Mixed Effects Model of Literary Character—0
Unsupervised Event Coreference Resolution—0
Polish Coreference Corpus in Numbers—0
The Extended DIRNDL Corpus as a Resource for Coreference and Bridging Resolution—0
A stream computing approach towards scalable NLP—0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
SinoCoreferencer: An End-to-End Chinese Event Coreference Resolver—0
Language Resources and Annotation Tools for Cross-Sentence Relation Extraction—0
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution—0
Multilingual corpora with coreferential annotation of person entities—0
Coreference Resolution for Latvian—0
Detecting Subevent Structure for Event Coreference Resolution—0
Flow Graph Corpus from Recipe Texts—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