dependency graph

GiLT: Augmenting Transformer Language Models with Dependency Graphs ACL 2026 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025 What Makes a Maze Look Like a Maze? ICLR 2025 Preferred Reasoning in ABA by Cycle-Breaking IJCAI 2024 Streamlining Speech Enhancement DNNs: an Automated Pruning Method Based on Dependency Graph with Advanced Regularized Loss Strategies Interspeech 2024 UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ICML 2024 Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023 DepGraph: Towards Any Structural Pruning CVPR 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward ICLR 2023 Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022 Modeling Compositionality with Dependency Graph for Dialogue Generation NAACL 2022 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 EDTC: A Corpus for Discourse-Level Topic Chain Parsing EMNLP 2021 Learning to Decompose and Organize Complex Tasks NAACL 2021 Abusive Language Detection using Syntactic Dependency Graphs EMNLP 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 Interactive Extractive Search over Biomedical Corpora ACL 2020 Syntactic Search by Example ACL 2020 Bacteria Biotope Relation Extraction via Lexical Chains and Dependency Graphs EMNLP 2019 Plan-Length Bounds: Beyond 1-Way Dependency AAAI 2019 Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks EMNLP 2019 Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization NeurIPS 2018 Event Argument Identification on Dependency Graphs with Bidirectional LSTMs IJCNLP 2017