information aggregation

GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025 Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data ICLR 2025 Infogent: An Agent-Based Framework for Web Information Aggregation NAACL 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages ACL 2024 GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024 Spanless Event Annotation for Corpus-Wide Complex Event Understanding COLING 2024 Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NeurIPS 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024 A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021 MLBiNet: A Cross-Sentence Collective Event Detection Network ACL 2021 Node-wise Localization of Graph Neural Networks IJCAI 2021 Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021 Wisdom of the Crowd Voting: Truthful Aggregation of Voter Information and Preferences NeurIPS 2021 A System for Worldwide COVID-19 Information Aggregation EMNLP 2020 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020 Proportional Belief Merging AAAI 2020 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020 FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings IJCAI 2019 Information Aggregation for Multi-Head Attention with Routing-by-Agreement NAACL 2019 Bridging the gap between extractive and abstractive summaries: Creation and evaluation of coherent extracts from heterogeneous sources COLING 2016 Revisiting the Evaluation for Cross Document Event Coreference COLING 2016