Narrative Consolidation: Formulating a New Task for Unifying Multi-Perspective Accounts

arXiv:2512.18041 · cs.CL, cs.LG · Submitted 2025-12-19 · Read on arXiv

cs.CL, cs.LG

Submitted: 2025-12-19

Updated: 2026-09-09

Code: https://github.com/neemias8/TAEG

Terminology

Alignment — 12× in this paper · explained in 1 episode
Semantic Similarity — 4× in this paper · explained in 2 episodes
Multi-Document Temporal Summarization — 3× in this paper
Redundancy — 3× in this paper · explained in 2 episodes
Temporal Alignment Event Graph — 3× in this paper
Core — 2× in this paper · explained in 2 episodes
Embeddings — 2× in this paper · explained in 2 episodes
Fidelity — 2× in this paper · explained in 2 episodes
Graph Construction — 2× in this paper · explained in 3 episodes
Standard Multi-Document Summarization — 2× in this paper
Ablation — 1× in this paper · explained in 1 episode
Ablation Studies — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Comparison of Narrative Consolidation — 1× in this paper
Cosine Similarity — 1× in this paper · explained in 3 episodes
Evaluation Dimensions — 1× in this paper · explained in 3 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Knowledge Graph — 1× in this paper · explained in 7 episodes
Knowledge graphs — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Structural Integrity — 1× in this paper · explained in 3 episodes
Temporal Reasoning — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes

Terminology

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