junchaoIU / 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.
☆66Updated 2 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
- SeqXGPT: An advance method for sentence-level AI-generated text detection.☆79Updated last year
- The lastest paper about detection of LLM-generated text and code☆244Updated last week
- [AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially …☆37Updated last week
- A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current…☆190Updated 2 weeks ago
- LLMDet is a text detection tool that can identify which generated sources the text came from (e.g. large language model or human-write).☆59Updated 7 months ago
- RAID is the largest and most challenging benchmark for machine-generated text detectors. (ACL 2024)☆48Updated this week
- M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection☆21Updated 9 months ago
- DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text☆25Updated last year
- Can AI-Generated Text be Reliably Detected?☆66Updated last year
- Official code repository for Mixset.☆21Updated last month
- Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.☆205Updated 2 weeks ago
- The code implementation of the paper Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks (A…☆11Updated 6 months ago
- Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense…☆150Updated last year
- 【ACL 2024】 SALAD benchmark & MD-Judge☆116Updated last month
- ☆24Updated last year
- ☆38Updated 7 months ago
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆46Updated 5 months ago
- Transformer-based model for learning authorship representations.☆31Updated 5 months ago
- Code base for "Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature".☆217Updated last week
- ☆11Updated last year
- Recent papers on (1) Psychology of LLMs; (2) Biases in LLMs.☆44Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆119Updated 6 months ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆45Updated 10 months ago
- Code for the paper: ConDA: Contrastive Domain Adaptation for AI-generated Text Detection☆34Updated last year
- Source code of our paper MIND, ACL 2024 Long Paper☆36Updated 7 months ago
- ☆182Updated last month
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆55Updated 3 weeks ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆106Updated 6 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆62Updated 10 months ago
- R-Judge: Benchmarking Safety Risk Awareness for LLM Agents (EMNLP Findings 2024)☆65Updated 3 months ago