OSU-NLP-Group / QA4RELinks
[ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"
☆40Updated last year
Alternatives and similar repositories for QA4RE
Users that are interested in QA4RE are comparing it to the libraries listed below
Sorting:
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆38Updated 9 months ago
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆45Updated last year
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated 2 years ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆53Updated last year
- The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"☆43Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆61Updated last year
- A large-scale complex question answering evaluation of ChatGPT and similar large-language models☆40Updated last year
- A Paper List of Low-resource Information Extraction☆131Updated 11 months ago
- ☆21Updated 2 years ago
- Official Code for "PPT: Pre-trained Prompt Tuning for Few-shot Learning". ACL 2022☆110Updated 3 years ago
- [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study☆34Updated last year
- Event extraction of ACE05 dataset☆23Updated 4 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆95Updated 2 years ago
- ☆17Updated 3 years ago
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆144Updated last year
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆59Updated last year
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆62Updated 9 months ago
- ☆43Updated 2 years ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- ☆35Updated last year
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆88Updated 2 years ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆51Updated 2 years ago
- Official repo for ACL 2023 paper Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.☆42Updated last year
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆87Updated 2 years ago
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆63Updated 10 months ago
- Code for the paper "DiffusionNER: Boundary Diffusion for Named Entity Recognition", accepted at ACL 2023.☆110Updated 2 years ago
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Updated 2 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆134Updated last year
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆67Updated 2 years ago
- CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. EMNLP 2022☆31Updated 3 years ago