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Information Extraction

362 directly classified papers

Papers per year

Papers

How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023
Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023
A Compare-and-contrast Multistage Pipeline for Uncovering Financial Signals in Financial Reports ACL 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
Learning Event-aware Measures for Event Coreference Resolution ACL 2023
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022
Dynamic Global Memory for Document-level Argument Extraction ACL 2022
Text-to-Table: A New Way of Information Extraction ACL 2022
Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing ACL 2022
On Breadth Alone: Improving the Precision of Terminology Extraction Systems on Patent Corpora EMNLP 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset EMNLP 2022
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop EMNLP 2022
Towards Improved Distantly Supervised Multilingual Named-Entity Recognition for Tweets EMNLP 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Full-Stack Information Extraction System for Cybersecurity Intelligence EMNLP 2022
Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022
Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022
ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool EMNLP 2022
A Hybrid Knowledge and Transformer-Based Model for Event Detection with Automatic Self-Attention Threshold, Layer and Head Selection EMNLP 2022
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022