C cubed T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees

arXiv:2609.02131 · cs.CL, cs.AI · Submitted 2026-09-02 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-09-02

Updated: 2026-09-02

Terminology

• Ablation — 12× in this paper · explained in 1 episode
• Robustness — 10× in this paper · explained in 5 episodes
• Transformer — 10× in this paper · explained in 2 episodes
• Benchmark — 8× in this paper · explained in 2 episodes
• Causal Inference — 7× in this paper · explained in 4 episodes
• Embeddings — 7× in this paper · explained in 2 episodes
• Calibration — 6× in this paper · explained in 7 episodes
• Consistency — 5× in this paper · explained in 3 episodes
• Generalization — 5× in this paper · explained in 13 episodes
• Verification — 5× in this paper · explained in 2 episodes
• Abstention — 4× in this paper · explained in 1 episode
• Accuracy — 4× in this paper · explained in 1 episode
• Adam — 4× in this paper · explained in 2 episodes
• Core — 3× in this paper · explained in 2 episodes
• Regularization — 3× in this paper · explained in 3 episodes
• Representation Learning — 3× in this paper · explained in 2 episodes
• Causal Reasoning — 2× in this paper · explained in 2 episodes
• Contrastive Learning — 2× in this paper · explained in 5 episodes
• Steering — 2× in this paper · explained in 2 episodes
• Affective Signal — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Annotator Agreement — 1× in this paper · explained in 1 episode
• Domain Shift — 1× in this paper · explained in 4 episodes
• EMMA — 1× in this paper · explained in 2 episodes
• Generalization Bounds — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Provenance — 1× in this paper · explained in 4 episodes

Sources

• Invariant Risk Minimization
• Gemma 2: Improving Open Language Models at a Practical Size
• The Llama 3 Herd of Models
• Mistral 7B
• Qwen2.5 Technical Report
• Temporal Graph Networks for Deep Learning on Dynamic Graphs

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