Linguistic Features for Interpretable Textual Entailment

arXiv:2609.24932 · cs.CL, cs.SC · Submitted 2026-09-21 · Read on arXiv

cs.CL, cs.SC

Submitted: 2026-09-21

Updated: 2026-09-21

Comments: 38 pages, 5 figures, 8 tables

Code: https://github.com/commonsense/conceptnet-numberbatch

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 38× in this paper · explained in 1 episode
Alignment — 35× in this paper · explained in 1 episode
Interpretability — 15× in this paper · explained in 15 episodes
Ablation — 13× in this paper · explained in 1 episode
Embeddings — 12× in this paper · explained in 2 episodes
Benchmark — 10× in this paper · explained in 2 episodes
Cosine Similarity — 10× in this paper · explained in 3 episodes
Generalization — 9× in this paper · explained in 13 episodes
Core — 8× in this paper · explained in 2 episodes
Transformer — 7× in this paper · explained in 2 episodes
Ablation study — 6× in this paper · explained in 1 episode
Explainability — 6× in this paper · explained in 3 episodes
Natural Language Processing — 6× in this paper
Semantic Alignment — 6× in this paper · explained in 3 episodes
SHAP values — 4× in this paper · explained in 2 episodes
Ablation Studies — 3× in this paper · explained in 1 episode
Hybrid Approach — 3× in this paper · explained in 4 episodes
Semantic Similarity — 3× in this paper · explained in 2 episodes
Abstraction — 2× in this paper · explained in 1 episode
Consistency — 2× in this paper · explained in 3 episodes
Feature Engineering — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Semantic Knowledge Abstraction — 2× in this paper
Sentences Involving Compositional Knowledge — 2× in this paper
Adaptation — 1× in this paper · explained in 1 episode
Alternation — 1× in this paper · explained in 1 episode
Annotator Agreement — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Combinatory Categorial Grammar — 1× in this paper
F1 Score — 1× in this paper · explained in 3 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Grounding — 1× in this paper · explained in 3 episodes
Hybrid System — 1× in this paper · explained in 2 episodes
Information Theory-based Compositional Distributional Semantics — 1× in this paper
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Nadia — 1× in this paper · explained in 2 episodes
Pragmatics — 1× in this paper · explained in 2 episodes
Recognition of Textual Entailment — 1× in this paper
Redundancy — 1× in this paper · explained in 2 episodes
Semantic Layers for Interpretable Textual Entailment — 1× in this paper
Structured Reasoning — 1× in this paper · explained in 3 episodes
Trace — 1× in this paper · explained in 2 episodes
Transformer Models — 1× in this paper · explained in 2 episodes
Unified Framework — 1× in this paper · explained in 5 episodes
Vector Representations — 1× in this paper · explained in 2 episodes

Linguistic Features for Interpretable Textual Entailment

Terminology

Sources

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