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Information Extraction

3209 directly classified papers

Papers per year

Papers

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023
Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023
On the Surprising Effectiveness of Name Matching Alone in Autoregressive Entity Linking ACL 2023
BiSPN: Generating Entity Set and Relation Set Coherently in One Pass EMNLP 2023
DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis ACL 2023
A Unified One-Step Solution for Aspect Sentiment Quad Prediction ACL 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models IJCNLP 2023
Easy-to-Hard Learning for Information Extraction ACL 2023
Negation Scope Refinement via Boundary Shift Loss ACL 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Comparative evaluation of boundary-relaxed annotation for Entity Linking performance ACL 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models ACL 2023