Papers Entity Cross-Document Coreference Resolution
“Entity Cross-Document Coreference Resolution” 태그가 달린 논문 4편 · 필터 해제
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
Performing event and entity coreference resolution across documents vastly increases the number of candidate mentions, making it intractable to do the full $n^2$ pairwise comparisons. Existing approaches simplify by cons…
coreference-resolutionCoreference ResolutionEntity Cross-Document Coreference ResolutionEvent Coreference Resolution+1CDLM: Cross-Document Language Modeling
We introduce a new pretraining approach geared for multi-document language modeling, incorporating two key ideas into the masked language modeling self-supervised objective. First, instead of considering documents in iso…
Citation RecommendationCoreference ResolutionCross-Document Language ModelingEntity Cross-Document Coreference Resolution+6Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling
Recent evaluation protocols for Cross-document (CD) coreference resolution have often been inconsistent or lenient, leading to incomparable results across works and overestimation of performance. To facilitate proper fut…
coreference-resolutionCoreference ResolutionCross Document Coreference ResolutionEntity Cross-Document Coreference Resolution+1Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
Recognizing coreferring events and entities across multiple texts is crucial for many NLP applications. Despite the task's importance, research focus was given mostly to within-document entity coreference, with rather li…
coreference-resolutionCoreference ResolutionCross Document Coreference ResolutionEntity Cross-Document Coreference Resolution+3