FreedomIntelligence / Evaluation-of-ChatGPT-on-Information-Extraction
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
☆132Updated last year
Alternatives and similar repositories for Evaluation-of-ChatGPT-on-Information-Extraction:
Users that are interested in Evaluation-of-ChatGPT-on-Information-Extraction are comparing it to the libraries listed below
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆90Updated last year
- Codes for "Template-free Prompt Tuning for Few-shot NER".☆115Updated 2 years ago
- Papers and Resources for Information Extraction via Large Language Models☆32Updated last year
- ☆32Updated last year
- ☆109Updated 2 years ago
- A Paper List of Low-resource Information Extraction☆125Updated 3 months ago
- ☆235Updated last year
- Named Entity Recognition, Entity Linking, and more☆102Updated last month
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆129Updated last year
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆217Updated 2 years ago
- This is the github repository for the paper at EMNLP 2023: Empirical Study of Zero-Shot NER with ChatGPT.☆41Updated last year
- Prompt Tuning with Rules☆159Updated 2 years ago
- Easy Natural Language Processing☆134Updated last year
- ☆49Updated last year
- 🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.☆236Updated last year
- Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"☆108Updated last year
- A standardized, fair, and reproducible benchmark for evaluating event extraction approaches☆49Updated 7 months ago
- released code for our EMNLP22 paper: UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction☆93Updated 11 months ago
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆144Updated 6 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆38Updated last year
- ☆38Updated last year
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆81Updated last year
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆83Updated 2 years ago
- ☆105Updated 11 months ago
- Source code for "Packed Levitated Marker for Entity and Relation Extraction"☆263Updated last year
- Implementation of Document-level Relation Extraction with Knowledge Distillation and Adaptive Focal Loss☆112Updated 2 years ago
- Source code for template-based NER☆211Updated 3 years ago
- Code for our NAACL-2022 paper DEGREE: A Data-Efficient Generation-Based Event Extraction Model.☆77Updated 7 months ago
- Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.☆74Updated 2 years ago
- 百度2021年语言与智能技术竞赛多形态信息抽取赛道事件抽取部分torch版baseline☆76Updated 3 years ago