NLP2CT / LLM-generated-Text-Detection
A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.
☆214Updated 3 months ago
Alternatives and similar repositories for LLM-generated-Text-Detection:
Users that are interested in LLM-generated-Text-Detection are comparing it to the libraries listed below
- The lastest paper about detection of LLM-generated text and code☆258Updated 3 months ago
- RAID is the largest and most challenging benchmark for AI-generated text detection. (ACL 2024)☆59Updated 3 weeks ago
- A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current…☆71Updated 5 months ago
- Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.☆219Updated last week
- DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text☆29Updated last year
- [AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially …☆42Updated 3 weeks ago
- [NeurIPS 2024 D&B] DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios☆23Updated 4 months ago
- SeqXGPT: An advance method for sentence-level AI-generated text detection.☆86Updated last year
- M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection☆24Updated last year
- LLMDet is a text detection tool that can identify which generated sources the text came from (e.g. large language model or human-write).☆69Updated 10 months ago
- (NAACL 2024) Official code repository for Mixset.☆24Updated 4 months ago
- Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense…☆166Updated last year
- Can AI-Generated Text be Reliably Detected?☆76Updated last year
- ☆196Updated last month
- Code for the paper: ConDA: Contrastive Domain Adaptation for AI-generated Text Detection☆37Updated last year
- A Survey of Attributions for Large Language Models☆199Updated 8 months ago
- Code base for ICLR 2024 "Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature".☆281Updated 3 weeks ago
- Release repo for our work "Token Prediction as Implicit Classification to Identify LLM-Generated Text"☆23Updated last year
- Paper list of misinformation research using (multi-modal) large language models, i.e., (M)LLMs.☆245Updated 4 months ago
- The dataset and code for the ICLR 2024 paper "Can LLM-Generated Misinformation Be Detected?"☆63Updated 5 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆340Updated last week
- Ghostbuster: Detecting Text Ghostwritten by Large Language Models (NAACL 2024)☆151Updated 10 months ago
- DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature☆395Updated 2 years ago
- The code implementation of the paper CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learni…☆14Updated last year
- Text classification with Foundation Language Model LLaMA☆115Updated 2 years ago
- This project aims to build upon existing MGTBench project, extending its functionalities with the option to import and evaluate the bench…☆16Updated 5 months ago
- ✨✨Latest Papers about LLM-based Evaluators☆28Updated last year
- Code base for ICLR 2025 "Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection"☆26Updated last week
- UP-TO-DATE LLM Watermark paper. 🔥🔥🔥☆337Updated 4 months ago
- Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misin…☆99Updated 5 months ago