Alternatives and similar repositories for Calibration-Process-in-Black-Box-LLMs

Users that are interested in Calibration-Process-in-Black-Box-LLMs are comparing it to the libraries listed below

• LHRLAB / KBQA-o1
  [ICML 2025] Official resources of "KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search".
  ☆31Updated last month
• googleinterns / localizing-paragraph-memorization
  ☆14Updated last year
• amazon-science / factual-confidence-of-llms
  Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"
  ☆15Updated 9 months ago
• yale-nlp / refdpo
  ☆16Updated last year
• MozerWang / DEMO
  [ACL 2025 (Findings)] DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
  ☆18Updated 9 months ago
• zxlzr / LegalPP
  Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".
  ☆18Updated 3 years ago
• JungHoyoun / PromptCompressor
  ☆11Updated last year
• wlzhang2020 / ReasonRAG
  Source code of paper: Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
  ☆33Updated 3 months ago
• SteveKGYang / MetaAligner
  Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
  ☆23Updated 11 months ago
• David-Li0406 / SMoA
  ☆13Updated 8 months ago
• sunlab-osu / IterPrompt
  ☆19Updated 2 years ago
• Junjie-Ye / MulDimIF
  A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
  ☆16Updated 4 months ago
• Applied-Machine-Learning-Lab / AMAR
  ☆18Updated 2 months ago
• cfkgc-paper / CFKGC-paper
  ☆18Updated 10 months ago
• tianyi-lab / Mosaic-IT
  [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
  ☆20Updated 3 months ago
• wangxu0820 / NegativePrompt
  The official GitHub page for paper "NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional St…
  ☆24Updated last year
• JasonForJoy / Model-Editing-Hurt
  EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
  ☆36Updated 3 months ago
• maszhongming / ParaKnowTransfer
  Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
  ☆33Updated last year
• quchangle1 / COLT
  The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.
  ☆22Updated 10 months ago
• Lichang-Chen / AlpaGasus
  A better Alpaca Model Trained with Less Data (only 9k instructions of the original set)
  ☆24Updated last year
• salesforce / FactLM
  ☆11Updated 3 months ago
• feiyang-k / AutoScale
  Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…
  ☆12Updated last month
• vickywu1022 / OntoProbe-PLMs
  Repo for outstanding paper@ACL 2023 "Do PLMs Know and Understand Ontological Knowledge?"
  ☆32Updated last year
• Romainpkq / revisit_demon_selection_in_ICL
  ☆17Updated last year
• behavioral-data / BLADE
  Code for Benchmarking Language Model Agents for Data-Driven Science
  ☆31Updated 11 months ago
• YJiangcm / BMC
  [ICLR 2025] Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
  ☆12Updated 7 months ago
• amazon-science / comm-prompt
  CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))
  ☆16Updated last year
• cambridgeltl / PairS
  Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)
  ☆48Updated 8 months ago
• zjunlp / TRICE
  [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback
  ☆42Updated last year
• yizhongw / llm-temporal-alignment
  Methods and evaluation for aligning language models temporally
  ☆30Updated last year