Information Extraction

Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023 Semi-supervised Relation Extraction via Data Augmentation and Consistency-training EACL 2023 Sequence Generation with Label Augmentation for Relation Extraction AAAI 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 Set Learning for Generative Information Extraction EMNLP 2023 SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties EACL 2023 Silver Syntax Pre-training for Cross-Domain Relation Extraction ACL 2023 SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023 Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023 Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks ACL 2023 Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023 SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres ACL 2023 SpEL: Structured Prediction for Entity Linking EMNLP 2023 Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications ACL 2023 SPLIT: Stance and Persuasion Prediction with Multi-modal on Image and Textual Information EMNLP 2023 Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation EMNLP 2023 SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023 TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023 TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023 The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation ACL 2023 The Diminishing Returns of Masked Language Models to Science ACL 2023 The Effect of Alignment Correction on Cross-Lingual Annotation Projection ACL 2023 The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing ACL 2023