Information Extraction

GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023 Global Constraints with Prompting for Zero-Shot Event Argument Classification EACL 2023 Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023 GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023 GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models AACL 2023 GPT-RE: In-context Learning for Relation Extraction using Large Language Models EMNLP 2023 Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning EMNLP 2023 GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023 Guideline Learning for In-Context Information Extraction EMNLP 2023 Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023 Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023 HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023 Hierarchical Enhancement Framework for Aspect-based Argument Mining EMNLP 2023 Hierarchical Event Grounding AAAI 2023 Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion ICLR 2023 Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation ACL 2023 HistRED: A Historical Document-Level Relation Extraction Dataset ACL 2023 How Fragile is Relation Extraction under Entity Replacements? CoNLL 2023 How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023 How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events? ACL 2023 How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction EMNLP 2023 Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ACL 2023 Human-in-the-loop Schema Induction ACL 2023 Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications ACL 2023 HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023