datamllab / The-Science-of-LLM-generated-Text-Detection

Related projects: ⓘ

• datamllab / awsome-LLM-generated-text-detection
  ☆24Updated last year
• zjunlp / knowledge-rumination
  [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models
  ☆14Updated last year
• nilesh2797 / ELIAS
  Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces
  ☆11Updated last year
• Princeton-SysML / kNNLM_privacy
  Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888
  ☆36Updated 3 months ago
• yuzhimanhua / MotifClass
  MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information (WSDM'22)
  ☆12Updated 5 months ago
• salesforce / FactLM
  ☆10Updated 2 years ago
• maszhongming / ParaKnowTransfer
  Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
  ☆28Updated 4 months ago
• yumeng5 / FewGen
  [ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
  ☆38Updated last year
• princeton-nlp / InstructEval
  [NAACL 2024 Findings] Evaluation suite for the systematic evaluation of instruction selection methods.
  ☆23Updated last year
• weizhepei / InstructRAG
  InstructRAG: Instructing Retrieval-Augmented Generation with Explicit Denoising
  ☆32Updated 2 months ago
• JamesLYC88 / text_classification_baseline_code
  The code for the ACL 2023 paper "Linear Classifier: An Often-Forgotten Baseline for Text Classification".
  ☆18Updated 2 months ago
• KID-22 / Source-Bias
  Code for "Neural Retrievers are Biased Towards LLM-Generated Content"
  ☆12Updated 3 months ago
• qcznlp / uncertainty_attack
  ☆11Updated 2 weeks ago
• zxlzr / LegalPP
  Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".
  ☆16Updated 2 years ago
• Chen-Wang-CUHK / DialSum-with-SUFM-and-FR
  The source code of Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization
  ☆8Updated 2 years ago
• siat-nlp / IPRLS
  Code and data for the SIGIR'2021 paper "Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification"
  ☆9Updated 3 years ago
• arumaekawa / text-dataset-distillation
  ☆12Updated 2 years ago
• yhao-wang / LLM-Knowledge-Boundary
  Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"
  ☆22Updated last year
• wangskyGit / passage-sieve
  official repo of AAAI2024 paper Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization
  ☆12Updated 8 months ago
• lemon0830 / promptCSE
  code for promptCSE, emnlp 2022
  ☆10Updated last year
• sunlab-osu / IterPrompt
  ☆18Updated last year
• TobiasLee / ChineseNER
  CLUENER2020 Chinese NER task
  ☆11Updated 3 years ago
• jiayingwu19 / SheepDog
  Data and code for "Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks" (KDD 2024)
  ☆10Updated last week
• princeton-nlp / WhatICLLearns
  [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning
  ☆21Updated last year
• yzhan238 / SeedTopicMine
  The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.
  ☆15Updated last year
• wangxu0820 / NegativePrompt
  The official GitHub page for paper "NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional St…
  ☆15Updated 4 months ago
• Furyton / GR-as-MVDR
  [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval
  ☆20Updated 2 months ago
• feyzaakyurek / bbnli
  Bias Benchmark for Natural Language Inference. Code repo for the Findings of NAACL 2022 paper "On Measuring Social Biases in Prompt-Based…
  ☆15Updated 2 years ago
• RUCAIBox / Context-Tuning
  This is the repository for COLING 2022 paper "Context-Tuning: Learning Contextualized Prompts for Natural Language Generation".
  ☆11Updated last year
• yzhan238 / PIEClass
  The source code used for paper "PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Traini…
  ☆10Updated 10 months ago