SOTAVerified

Coreference Resolution

Papers

Showing 351400 of 880 papers

TitleStatusHype
AMALGUM -- A Free, Balanced, Multilayer English Web CorpusCode1
Understanding Points of Correspondence between Sentences for Abstractive SummarizationCode1
A Cross-Task Analysis of Text Span RepresentationsCode1
DeBERTa: Decoding-enhanced BERT with Disentangled AttentionCode2
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension0
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word EmbeddingsCode1
Mod\`ele neuronal pour la r\'esolution de la cor\'ef\'erence dans les dossiers m\'edicaux \'electroniques (Neural approach for coreference resolution in electronic health records )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
Language Models are Few-Shot LearnersCode3
Refining Implicit Argument Annotation for UCCA0
Towards classification parity across cohorts0
Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models0
Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes0
PeTra: A Sparsely Supervised Memory Model for People TrackingCode0
Chat or Learn: a Data-Driven Robust Question-Answering System0
French Coreference for Spoken and Written Language0
MuDoCo: Corpus for Multidomain Coreference Resolution and Referring Expression Generation0
Simplifying Coreference Chains for Dyslexic Children0
GerDraCor-Coref: A Coreference Corpus for Dramatic Texts in German0
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks0
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction0
Coreference-Based Text Simplification0
Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes0
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?0
Incremental Neural Coreference Resolution in Constant MemoryCode0
Paraphrasing vs Coreferring: Two Sides of the Same CoinCode0
Entity Candidate Network for Whole-Aware Named Entity Recognition0
Active Learning for Coreference Resolution using Discrete AnnotationCode1
Towards Discourse Parsing-inspired Semantic Storytelling0
Generative Data Augmentation for Commonsense ReasoningCode1
A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis0
TTTTTackling WinoGrande Schemas0
Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesCode1
Multi-task Learning Based Neural Bridging Reference ResolutionCode0
An Annotated Dataset of Coreference in English LiteratureCode1
A Causal Inference Method for Reducing Gender Bias in Word Embedding RelationsCode0
A Cluster Ranking Model for Full Anaphora ResolutionCode1
An Annotated Corpus of Reference Resolution for Interpreting Common GroundingCode1
Multi-Sentence Argument Linking0
Coreference Resolution as Query-based Span PredictionCode1
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering0
Y'all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts0
CRAFT Shared Tasks 2019 Overview --- Integrated Structure, Semantics, and Coreference0
Toward Gender-Inclusive Coreference ResolutionCode0
Yall should read this! Identifying Plurality in Second-Person Personal Pronouns in English TextsCode0
Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerCode2
A Neural Entity Coreference Resolution Review0
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on NovelsCode0
Multi-hop Question Answering via Reasoning ChainsCode0
Type-aware Convolutional Neural Networks for Slot Filling0
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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
7c2f + SpanBERT-LargeAvg F180.2Unverified
8SpanBERT + Cluster MergingAvg 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