Alternatives and similar repositories for LLM-IE:

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

• artpli / CodeIE
  [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
  ☆36Updated last month
• yunx-z / COMBO
  Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)
  ☆22Updated last year
• yhcc / utcie
  This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>
  ☆15Updated last year
• 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
• xinyadu / RGQA
  ☆17Updated 2 years ago
• RuochenZhao / Verify-and-Edit
  A framework for editing the CoTs for better factuality
  ☆50Updated last year
• ArrogantL / ChatGPT4CausalReasoning
  [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".
  ☆30Updated last year
• thunlp / Knowledge-Plugin
  Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"
  ☆60Updated last year
• DAMO-NLP-SG / TempReason
  ☆31Updated last year
• kongds / scaling_sentemb
  Scaling Sentence Embeddings with Large Language Models
  ☆104Updated last year
• THU-KEG / ADELIE
  [EMNLP2024] Aligning Large Language Models on Information Extraction
  ☆45Updated 4 months ago
• RunxinXu / TSAR
  Source code for "A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction" @ NAACL 2022
  ☆36Updated 2 years ago
• yyDing1 / GNER
  Rethinking Negative Instances for Generative Named Entity Recognition [ACL 2024 Findings]
  ☆49Updated last year
• HITsz-TMG / GEMEL
  Official implementation of our LREC-COLING 2024 paper "Generative Multimodal Entity Linking".
  ☆34Updated last month
• 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 8 months ago
• wuyike2000 / Retrieve-Rewrite-Answer
  ☆61Updated 2 months ago
• Lukeming-tsinghua / Instruction-Tuning-for-Open-world-IE
  ☆21Updated last year
• Shark-NLP / self-adaptive-ICL
  self-adaptive in-context learning
  ☆43Updated last year
• OceannTwT / era-cot
  [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.
  ☆56Updated 3 months ago
• IAAR-Shanghai / DATG
  [ACL 2024]Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs
  ☆37Updated 6 months ago
• YukinoWan / GPT-RE
  ☆33Updated last year
• xiami2019 / CLAIF
  [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback
  ☆39Updated last year
• xiami2019 / UAR
  [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation
  ☆21Updated 6 months ago
• ridiculouz / LLMaAA
  The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"
  ☆39Updated 11 months ago
• Emma1066 / Self-Improve-Zero-Shot-NER
  This is the github repository for the paper at NAACL 2024: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Mode…
  ☆40Updated last year
• carrie0307 / Papers4NLPwithLLM
  Papers and Resources for Information Extraction via Large Language Models
  ☆32Updated last year
• yale-nlp / QTSumm
  Data and Code for EMNLP 2023 paper "QTSumm: Query-Focused Summarization over Tabular Data"
  ☆21Updated last year
• LuckyyySTA / Fine-grained-Attribution
  [ACL 2024 Findings] Learning Fine-Grained Grounded Citations for Attributed Large Language Models
  ☆17Updated 5 months ago
• fanqiwan / KCA
  EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud
  ☆22Updated last year