Alternatives and similar repositories for LLM-IE:

Users that are interested in LLM-IE are comparing it to the libraries listed below

• OSU-NLP-Group / QA4RE
  [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"
  ☆39Updated last year
• RUCAIBox / LLM-Knowledge-Boundary
  Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"
  ☆79Updated last year
• thunlp / Knowledge-Plugin
  Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"
  ☆60Updated 11 months ago
• RuochenZhao / Verify-and-Edit
  A framework for editing the CoTs for better factuality
  ☆48Updated last year
• artpli / CodeIE
  [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
  ☆35Updated 3 weeks ago
• yunx-z / COMBO
  Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)
  ☆22Updated last year
• DAMO-NLP-SG / TempReason
  ☆31Updated last year
• yyDing1 / GNER
  Rethinking Negative Instances for Generative Named Entity Recognition
  ☆49Updated 11 months ago
• yhcc / utcie
  This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>
  ☆15Updated last year
• xinyadu / RGQA
  ☆17Updated 2 years ago
• xiami2019 / CLAIF
  [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback
  ☆39Updated last year
• fanqiwan / KCA
  EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud
  ☆22Updated 11 months ago
• princeton-nlp / c-sts
  [EMNLP 2023] C-STS: Conditional Semantic Textual Similarity
  ☆69Updated 9 months ago
• THU-KEG / ADELIE
  [EMNLP2024] Aligning Large Language Models on Information Extraction
  ☆43Updated 4 months ago
• Hannibal046 / SelfMemory
  [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory
  ☆58Updated last year
• ArrogantL / ChatGPT4CausalReasoning
  [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".
  ☆30Updated last year
• thu-coai / CharacterBench
  [AAAI'25] CharacterBench: Benchmarking Character Customization of Large Language Models
  ☆13Updated 2 months ago
• Alsace08 / SumCoT
  Code and Data Repo for [ACL 2023] Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"
  ☆53Updated last year
• YukinoWan / GPT-RE
  ☆32Updated last year
• OceannTwT / era-cot
  [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.
  ☆55Updated 2 months ago
• thu-coai / PPT
  Official Code for "PPT: Pre-trained Prompt Tuning for Few-shot Learning". ACL 2022
  ☆108Updated 2 years ago
• Leolty / tablellm
  ☆21Updated last year
• chen700564 / metaner-icl
  ☆38Updated last year
• tricktreat / PromptNER
  Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.
  ☆92Updated last year
• KomeijiForce / MetaIE
  This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to a…
  ☆26Updated last week
• Abbey4799 / CELLO
  Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)
  ☆47Updated 10 months ago
• OpenMatch / Augmentation-Adapted-Retriever
  [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…
  ☆60Updated 7 months ago
• RUCAIBox / UniKGQA
  The folk code of UniKGQA-ICLR-2023
  ☆46Updated last year
• OpenMOSS / Say-I-Dont-Know
  [ICML'2024] Can AI Assistants Know What They Don't Know?
  ☆79Updated last year
• c-box / KnowledgeLifecycle
  Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"
  ☆59Updated last year