faithfulness

There are 0 repository under faithfulness topic.

• pkuserc / ChatGPT_for_IE

  Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

  calibrationchatgptentity-typingevaluationevent-detectionevent-extractionexplainabilityfaithfulnessinformation-extractionlarge-language-modelsnamed-entity-recognitionperformancerelation-classificationrelation-extraction
  Language:Python 140

• khuangaf / CHOCOLATE

  Code and data for the ACL 2024 Findings paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning"

  chart-captioningchart-summarizationchart-understandingfactualityfaithfulnesslarge-vision-language-models
  Language:Jupyter Notebook 23

• MinhVuong2000 / LLMReasonCert

  Official Implementation of ACL2024 paper "Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs"(https://arxiv.org/abs/2402.11199).

  evaluationevaluation-frameworkfaithfulnessframeworkknowledge-graphllmsreasoning
  Language:Python 22

• YisongMiao / DiSQ-Score

  The Dataset and Official Implementation for <Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations> @ ACL 2024

  discourseevaluationfaithfulnesslanguage-modelsocratic-method
  Language:Python 14

• debjitpaul / Causal_CoT

  About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning" . Do not hesitate to open an issue if you run into any trouble!

  chain-of-thought-reasoningfaithfulnessnlpreasoning
  7

• KomeijiForce / Active_Passive_Constraint_Koishiday_2024

  [NeurIPS 2024] An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.

  ai-characterfactuality-checkingfaithfulnessglobal-optimizationkomeijimetricsquantificationrole-playing
  Language:Python 3

• vggls / medical_xai

  On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness

  explainable-aifaithfulnessgrad-camhirescamdigital-pathologyaopchaasmax-sensitivitymedical-aix-raycomputer-vision
  Language:Jupyter Notebook 3

• luka-group / Causal-View-of-Entity-Bias

  [EMNLP 2023] A Causal View of Entity Bias in (Large) Language Models

  causal-interventiondebiasinglarge-language-modelsfaithfulnessknowledge-conflicts
  Language:Python 2

• prasad9921 / ExplainableAI

  IBM AI explainability

  aix360datavisualizationdecision-treesexplainable-aiexploratory-data-analysisfaithfulnesslogistic-regressionmonotonicitylalesemi-automated-pipeline
  Language:Jupyter Notebook