multi-hop-reasoning

There are 4 repositories under multi-hop-reasoning topic.

• THU-KEG / Knowledge_Graph_Reasoning_Papers

  Must-read papers on knowledge graph reasoning

  knowledge-graph-reasoningmulti-hop-reasoningreinforcement-learning
  432

• AkariAsai / learning_to_retrieve_reasoning_paths

  The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

  hotpotqamulti-hop-reasoningnatural-questionsopen-domain-qareading-comprehensionretrievalsquad
  Language:Python 424

• salesforce / MultiHopKG

  Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

  action-dropoutknowledge-graphmulti-hop-reasoningpolicy-gradientpytorchreinforcement-learningreward-shaping
  Language:Jupyter Notebook 299

• Alab-NII / 2wikimultihop

  machine-reading-comprehensionmrc-datasetsmulti-hop-datasetmulti-hop-reasoning
  Language:Python 69

• THU-KEG / DacKGR

  Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

  knowledge-graph-reasoningmulti-hop-reasoningreinforcement-learning
  Language:Jupyter Notebook 48

• bys0318 / SQUIRE

  EMNLP 22' (Oral): SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

  knowledge-graphmulti-hop-reasoningtransformer
  Language:Python 32

• jishnujayakumar / MLRC2020-EmbedKGQA

  This is the code for the MLRC2020 challenge w.r.t. the ACL 2020 paper Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

  knowledge-graphmachine-learningnlpmulti-hop-reasoningembeddingsneural-embeddings
  Language:Python 23

• LHRLAB / NQE

  [AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".

  first-order-logicpytorchmulti-hop-reasoninglogical-reasoningtransformerknowledge-graphhyper-relationalfuzzy-logicquery-embedding
  Language:Python 20

• Alab-NII / multi-hop-analysis

  machine-reading-comprehensionmulti-hop-modelmulti-hop-reasoning
  Language:Python 7

• Zhaoyi-Li21 / creme

  Implementation for the paper "Understanding and Patching Compositional Reasoning in LLMs" @ ACL2024-Findings, Bangkok, Thailand.

  large-language-modelsmechanistic-interpretabilitymulti-hop-reasoningcompositional-reasoningfactual-reasoning
  Language:Python 7

• sachink1729 / DSPy-Multi-Hop-Chain-of-Thought-RAG

  Discover advanced AI techniques in my repository combining Multi-Hop Chain of Thought (CoT) and Retrieval-Augmented Generation (RAG) using DSPy and Indexify. Enhance complex problem-solving with multi-step reasoning and external knowledge integration. Perfect for AI enthusiasts and researchers.

  artificial-intelligencechatbotdspy-aiindexifymachine-learningmulti-hop-question-answeringmulti-hop-reasoningopenaiapiragretrieval-augmented-generationmult-hop-rag
  Language:Jupyter Notebook 6

• ai-systems / hybrid_autoregressive_inference

  Code and data for the AAAI 2022 paper "Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration"

  multi-hop-reasoninginformation-retrievalexplainable-aiquestion-answeringexplanation-regenerationsentence-bert
  Language:Python 5

• ai-systems / unification_reconstruction_explanations

  Code for the EACL 2021 paper "Unification-based Reconstruction of Multi-hop Explanations for Science Questions"

  question-answeringinformation-retrievalmulti-hop-reasoning
  Language:Python 4
• ASKiT

  aklein4 / ASKiT

  Stanford CS224N Final Project. A text-based multi-hop reasoning question-answer NLP model to address the research question: "What if language models could ask their own questions?"

  deep-learningmulti-hop-reasoningnatural-language-processingquestion-answering
  Language:Python 3

• dchandak99 / TextGraphs-2020

  Shared Task for the COLING 2020 conference

  natural-language-understandingtf-idfmulti-hop-reasoningexplanation-regeneration
  Language:Jupyter Notebook 3

• francois-rd / accord

  Anti-faCtual COmmonsense Reasoning Disentanglement

  benchmarkcommonsense-question-answeringcommonsense-reasoningcounterfactualdatasetframeworkgroundinglarge-language-modelsllmsmulti-hop-reasoningreasoningscalablecontext-faithfulness
  Language:Python 2

• Alab-NII / HieraDate

  machine-reading-comprehensionmulti-hop-datasetmulti-hop-reasoning
  Language:Python 1

• rubencart / LIIR-TextGraphs-14

  Code for KU Leuven LIIR lab's submission to the TextGraphs-14 shared task on Multi-Hop Inference for Explanation Regeneration

  natural-language-processingtransformerspytorchdeep-learningexplanation-regenerationmulti-hop-reasoning
  Language:Python 1