SOTAVerified

Coreference Resolution

Papers

Showing 51100 of 880 papers

TitleStatusHype
A Case Study for Compliance as Code with Graphs and Language Models: Public release of the Regulatory Knowledge GraphCode1
DWIE: an entity-centric dataset for multi-task document-level information extractionCode1
Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesCode1
DocAMR: Multi-Sentence AMR Representation and EvaluationCode1
LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionCode1
A Cross-Task Analysis of Text Span RepresentationsCode1
Language Models are Unsupervised Multitask LearnersCode1
ELIT: Emory Language and Information ToolkitCode1
A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial ExpressionsCode1
A Cluster Ranking Model for Full Anaphora ResolutionCode1
AMALGUM -- A Free, Balanced, Multilayer English Web CorpusCode1
Active Learning for Coreference Resolution using Discrete AnnotationCode1
Longtonotes: OntoNotes with Longer Coreference ChainsCode1
On Generalization in Coreference ResolutionCode1
Realistic Evaluation Principles for Cross-document Coreference ResolutionCode1
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference ResolutionCode1
Incorporating Constituent Syntax for Coreference ResolutionCode1
Knowledge Extraction From Texts Based on WikidataCode1
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot LearnersCode1
Higher-order Coreference Resolution with Coarse-to-fine InferenceCode1
BERT-based Cohesion Analysis of Japanese TextsCode1
Autoregressive Structured Prediction with Language ModelsCode1
GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionCode1
An Annotated Corpus of Reference Resolution for Interpreting Common GroundingCode1
An Annotated Dataset of Coreference in English LiteratureCode1
A Surprisingly Robust Trick for Winograd Schema ChallengeCode1
Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention NetworkCode1
Generative Data Augmentation for Commonsense ReasoningCode1
A Structured Span SelectorCode1
CDLM: Cross-Document Language ModelingCode1
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine TranslationCode1
Learning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksCode1
Moving on from OntoNotes: Coreference Resolution Model TransferCode1
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionCode1
Attention Is (not) All You Need for Commonsense ReasoningCode1
Coreference Resolution as Query-based Span PredictionCode1
Gender Bias in Coreference ResolutionCode1
Coreference Resolution with Entity EqualizationCode1
A sequence-to-sequence approach for document-level relation extractionCode1
CorefQA: Coreference Resolution as Query-based Span PredictionCode1
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionCode1
CREAD: Combined Resolution of Ellipses and Anaphora in DialoguesCode1
Cross-document Coreference Resolution over Predicted MentionsCode1
F-coref: Fast, Accurate and Easy to Use Coreference ResolutionCode1
2 * n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable ProblemsCode1
Cross-document Misinformation Detection based on Event Graph ReasoningCode1
Evaluating Gender Bias in Machine TranslationCode1
Exploring the Benefits of Training Expert Language Models over Instruction TuningCode1
Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsCode1
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking SystemCode1
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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