Pinned Repositories
DILP-Core
Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Journal of Artificial Intelligence Research 61 (2018): 1-64.
estrella
Explicit Semantic Text Representation
explanation-entailment-verification
Data for the IWCS 2021 paper "Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards"
hybrid_autoregressive_inference
Code and data for the AAAI 2022 paper "Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration"
nli4ct
poly-nlp
Collection of common NLP tasks such as dataset parsing and explicit semantic extraction
Probe-Ably
Framework designed for PyTorch to support researchers in the implementation of probes for neural representations in a flexible and extensible way.
Task-2-SemEval-2024
tg2022task_premise_retrieval
TextGraphs Shared Task on Natural Language Premise Selection
unification_reconstruction_explanations
Code for the EACL 2021 paper "Unification-based Reconstruction of Multi-hop Explanations for Science Questions"
AI Systems Manchester's Repositories
ai-systems/DILP-Core
Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Journal of Artificial Intelligence Research 61 (2018): 1-64.
ai-systems/nli4ct
ai-systems/Probe-Ably
Framework designed for PyTorch to support researchers in the implementation of probes for neural representations in a flexible and extensible way.
ai-systems/hybrid_autoregressive_inference
Code and data for the AAAI 2022 paper "Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration"
ai-systems/tg2022task_premise_retrieval
TextGraphs Shared Task on Natural Language Premise Selection
ai-systems/unification_reconstruction_explanations
Code for the EACL 2021 paper "Unification-based Reconstruction of Multi-hop Explanations for Science Questions"
ai-systems/explanation-entailment-verification
Data for the IWCS 2021 paper "Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards"
ai-systems/poly-nlp
Collection of common NLP tasks such as dataset parsing and explicit semantic extraction
ai-systems/Task-2-SemEval-2024
ai-systems/case_based_anli
ai-systems/crossmodal_embedding
This is the repo for our EACL2021 paper STAR: Cross-modal STAtement Representation for selecting relevant mathematical premises.
ai-systems/estrella
Explicit Semantic Text Representation
ai-systems/premise_selection_graph
ai-systems/task_flow_ds_base
Prefect (https://docs.prefect.io/) Task Flow paradigm base code for data science research
ai-systems/transportability
ai-systems/scientific_explanations_analysis
Corpus analysis for the survey on scientific explanations
ai-systems/BERT-semanticroles-tagger
ai-systems/explanationlp
Explainable Inference Over Grounding-Abstract Chains for Science Questions
ai-systems/semantic_extraction_service
ai-systems/SymbolicAILabs