Pinned

1. kg-structure-as-prompt kg-structure-as-prompt Public

   Supplementary materials: KG Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery

   Python

2. attention-bilstm-for-relation-classification attention-bilstm-for-relation-classification Public

   (minimal implementation) BiLSTM-Attention for Relation Classification

   Python 29 10

3. causal-ceg causal-ceg Public

   Supplementary materials: Causal-Evidence Graph for Causal Relation Classification (SAC, 2024)

   Python

4. sequence-labeling-with-pytorch sequence-labeling-with-pytorch Public

   (minimal implementation) BI-LSTM + CNN character encoder for sequence labeling task.

   Python

5. causal-llm causal-llm Public

   Supplementary materials: Prompt-based vs. Fine-tuned LLMs Toward Causal Graph Verification

   Python

6. seq2seq-learning-for-machine-translation seq2seq-learning-for-machine-translation Public

   (minimal implementation) Seq2Seq models (Machine translation task, Japanese-English)

   Python 4