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Coherence Evaluation

Evaluating the overall coherence of text as measured by its readability and flow through ideas.

Papers

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Showing 1–28 of 28 papers

TitleStatusHype
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues—0
ECoh: Turn-level Coherence Evaluation for Multilingual DialoguesCode0
On the Sequence Evaluation based on Stochastic Processes—0
CoUDA: Coherence Evaluation via Unified Data AugmentationCode0
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse CoherenceCode0
BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence—0
The Problem of Coherence in Natural Language Explanations of RecommendationsCode0
Improving the Generalization Ability in Essay Coherence Evaluation through Monotonic Constraints—0
Open-Domain Text Evaluation via Contrastive Distribution MethodsCode0
Transform, Contrast and Tell: Coherent Entity-Aware Multi-Image CaptioningCode0
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences—0
GisPy: A Tool for Measuring Gist Inference Score in TextCode1
SNaC: Coherence Error Detection for Narrative SummarizationCode0
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic ManipulationsCode0
A Neural Graph-based Local Coherence ModelCode0
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling—0
Transformer Models for Text Coherence AssessmentCode1
Towards Quantifiable Dialogue Coherence EvaluationCode1
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language ModelsCode0
Method of the coherence evaluation of Ukrainian text—0
Neural RST-based Evaluation of Discourse CoherenceCode1
Which Evaluations Uncover Sense Representations that Actually Make Sense?—0
On the Creation of a Corpus for Coherence Evaluation of Discursive Units—0
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks—0
Discourse Coherence in the Wild: A Dataset, Evaluation and MethodsCode0
An entity-driven recursive neural network model for chinese discourse coherence modeling—0
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality—0
Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation—0
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