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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

https://doi.org/10.18653/v1/d19-1053
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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SPICE: Semantic Propositional Image Caption Evaluation
inferredcites →https://doi.org/10.1023/a:1026543900054openalex-snapshot
The Earth Mover's Distance as a Metric for Image Retrieval
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Mean shift: a robust approach toward feature space analysis
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inferredcites →https://doi.org/10.18653/v1/p19-1150openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1264openalex-snapshot
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts
inferredcites →https://doi.org/10.18653/v1/p19-1269openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1502openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/w16-2302openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/w17-4755openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/w17-4767openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/w18-5446openalex-snapshot
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inferredcites →https://doi.org/10.3115/1073083.1073135openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.1506.03340openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.1510.03055openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.1803.01400openalex-snapshot
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations
inferredcites →https://doi.org/10.48550/arxiv.1904.09675openalex-snapshot
BERTScore: Evaluating Text Generation with BERT
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Automated Summarization Evaluation with Basic Elements.
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AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models
inferred← citeshttps://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361383openalex-snapshot
MERGE: Multi-Entity Relational Reasoning Based Explanation in Visual Question Answering
inferred← citeshttps://doi.org/10.1109/etfa65518.2025.11205595openalex-snapshot
Automatic Validation of Unstructured LLM-Generated Outputs: An Approach for Q&A Applications in Process Automation
inferred← citeshttps://doi.org/10.1109/icac3n60023.2023.10541763openalex-snapshot
Extractive Text Summarization
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10095710openalex-snapshot
Speechlmscore: Evaluating Speech Generation Using Speech Language Model
inferred← citeshttps://doi.org/10.1109/iccais59597.2023.10382273openalex-snapshot
Utilize Pre-Trained PhoBERT to Compute Text Similarity and Rerank Documents for Question-Answering Task
inferred← citeshttps://doi.org/10.1109/iccv51701.2025.01653openalex-snapshot
Tikzero: Zero-Shot Text-Guided Graphics Program Synthesis
inferred← citeshttps://doi.org/10.1109/icdi57181.2022.10007404openalex-snapshot
EmbeddingROUGE: Malay News Headline Similarity Evaluation
inferred← citeshttps://doi.org/10.1109/icmla51294.2020.00163openalex-snapshot
An Investigation of Fine-tuning Pre-trained Model for MR-to-Text Generation
inferred← citeshttps://doi.org/10.1109/icnc68183.2026.11416868openalex-snapshot
Structured Lightweight Speech Summarization with On-Device LLMs and Retrieval-Augmented Refinement
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9534093openalex-snapshot
Automatic Topic Labeling model with Paired-Attention based on Pre-trained Deep Neural Network
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10650895openalex-snapshot
Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective
inferred← citeshttps://doi.org/10.1109/inista59065.2023.10310447openalex-snapshot
Using Embedding Keyphrases to Evaluate Arabic Text Summaries
inferred← citeshttps://doi.org/10.1109/iraset60544.2024.10548450openalex-snapshot
TOPICScore: Evaluating Automatic Text Summarization Using Embeddings, Occurrences, and Topic Detection
inferred← citeshttps://doi.org/10.1109/iraset68627.2026.11538821openalex-snapshot
A Comprehensive Review of Recent Text Summarization Models
inferred← citeshttps://doi.org/10.1109/isitia56226.2022.9855331openalex-snapshot
Automatic Related Work Section in Scientific Article: Research Trends and Future Directions
inferred← citeshttps://doi.org/10.1109/lsp.2025.3630089openalex-snapshot
Enhancing Video Anomaly Understanding via Multi-Task Instruction Tuning
inferred← citeshttps://doi.org/10.1109/mlsd49919.2020.9247691openalex-snapshot
On the Usage of Semantic Text-Similarity Metrics for Natural Language Processing in Russian
inferred← citeshttps://doi.org/10.1109/noms57970.2025.11073611openalex-snapshot
Multi-Agent LLM System for Automatic Meeting Information Processing
inferred← citeshttps://doi.org/10.1109/ro-man63969.2025.11217730openalex-snapshot
Inferring Human Fairness Judgments with Large Language Models in Human-Robot Interaction Scenarios
inferred← citeshttps://doi.org/10.1109/seeda-cecnsm68644.2025.11329930openalex-snapshot
Greek Automatic Text Summarization: From General Language Models to Legal Domain Challenges
inferred← citeshttps://doi.org/10.1109/swc62898.2024.00231openalex-snapshot
Overview of the Comprehensive Evaluation of Large Language Models
inferred← citeshttps://doi.org/10.1109/tai.2025.3574292openalex-snapshot
COSMIC: A Novel Contextualized Orientation Similarity Metric Incorporating Consistency for NLG Assessment
inferred← citeshttps://doi.org/10.1109/taslp.2023.3271118openalex-snapshot
Topic-Oriented Dialogue Summarization
inferred← citeshttps://doi.org/10.1109/taslp.2023.3282105openalex-snapshot
Obscurity-Quantified Curriculum Learning for Machine Translation Evaluation
inferred← citeshttps://doi.org/10.1109/taslpro.2025.3587460openalex-snapshot
Learning Evaluation Models From Large Language Models for Sequence Generation
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3554360openalex-snapshot
Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images
inferred← citeshttps://doi.org/10.1109/tifs.2025.3583552openalex-snapshot
Malsight: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization
inferred← citeshttps://doi.org/10.1109/tii.2024.3403267openalex-snapshot
Soft Sensor Modeling Based on Vector- Quantized Weighted-Wasserstein VAE for Polyester Polymerization Process
inferred← citeshttps://doi.org/10.1109/tkde.2023.3286097openalex-snapshot
FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level
inferred← citeshttps://doi.org/10.1109/tkde.2023.3304385openalex-snapshot
A Survey on Neural Data-to-Text Generation
inferred← citeshttps://doi.org/10.1109/tkde.2024.3509715openalex-snapshot
Unified Multi-Scenario Summarization Evaluation and Explanation
inferred← citeshttps://doi.org/10.1109/tkde.2025.3610544openalex-snapshot
ASSM: Adaptive Subject-Focused Modeling for Multimodal Summarization via Semantic Matching
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3222336openalex-snapshot
Eliminating Negative Word Similarities for Measuring Document Distances: A Thoroughly Empirical Study on Word Mover’s Distance
inferred← citeshttps://doi.org/10.1109/tpami.2026.3697976openalex-snapshot
FiNE: Fine-Grained Neuron-Level Model Editing for Reliable and Safe LLMs
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456398openalex-snapshot
Towards Dataset-Scale and Feature-Oriented Evaluation of Text Summarization in Large Language Model Prompts
inferred← citeshttps://doi.org/10.1111/exsy.13292openalex-snapshot
How interesting and coherent are the stories generated by a large‐scale neural language model? Comparing human and automatic evaluations of machine‐generated text
inferred← citeshttps://doi.org/10.1111/exsy.70043openalex-snapshot
HiSum : Hierarchical Topic‐Driven Approach for Role‐Oriented Dialogue Summarisation
inferred← citeshttps://doi.org/10.1142/s0218001422510119openalex-snapshot
Towards a Reliable Text Summarization Evaluation Metric Using Predictive Models
inferred← citeshttps://doi.org/10.1142/s0218213024500179openalex-snapshot
Beyond ROUGE: A Comprehensive Evaluation Metric for Abstractive Summarization Leveraging Similarity, Entailment, and Acceptability
inferred← citeshttps://doi.org/10.1142/s1793830923300047openalex-snapshot
Surveying the landscape of text summarization with deep learning: A comprehensive review
inferred← citeshttps://doi.org/10.1145/3407911openalex-snapshot
Global Encoding for Long Chinese Text Summarization
inferred← citeshttps://doi.org/10.1145/3485766openalex-snapshot
A Survey of Evaluation Metrics Used for NLG Systems
inferred← citeshttps://doi.org/10.1145/3511808.3557821openalex-snapshot
Rank-Aware Gain-Based Evaluation of Extractive Summarization
inferred← citeshttps://doi.org/10.1145/3529754openalex-snapshot
Multi-document Summarization via Deep Learning Techniques: A Survey
inferred← citeshttps://doi.org/10.1145/3539618.3591986openalex-snapshot
Fairness for both Readers and Authors: Evaluating Summaries of User Generated Content
inferred← citeshttps://doi.org/10.1145/3543507.3583220openalex-snapshot
Descartes: Generating Short Descriptions of Wikipedia Articles
inferred← citeshttps://doi.org/10.1145/3545176openalex-snapshot
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics
inferred← citeshttps://doi.org/10.1145/3584700openalex-snapshot
A Survey on Multi-modal Summarization
inferred← citeshttps://doi.org/10.1145/3625007.3627305openalex-snapshot
Modelling Text Similarity: A Survey
inferred← citeshttps://doi.org/10.1145/3626772.3657753openalex-snapshot
Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization
inferred← citeshttps://doi.org/10.1145/3626772.3657849openalex-snapshot
Evaluating Generative Ad Hoc Information Retrieval
inferred← citeshttps://doi.org/10.1145/3626772.3661346openalex-snapshot
A Field Guide to Automatic Evaluation of LLM-Generated Summaries
inferred← citeshttps://doi.org/10.1145/3632754.3632771openalex-snapshot
Abstractive Summarization of Scientific Documents: Models and Evaluation Techniques
inferred← citeshttps://doi.org/10.1145/3652583.3658016openalex-snapshot
ML 2 MG-VLCR: A Multimodal LLM Guided Zero-shot Method for Visio-linguistic Compositional Reasoning with Autoregressive Generative Language Model
inferred← citeshttps://doi.org/10.1145/3660639openalex-snapshot
Neural Methods for Data-to-text Generation
inferred← citeshttps://doi.org/10.1145/3695991openalex-snapshot
CodeScore: Evaluating Code Generation by Learning Code Execution
inferred← citeshttps://doi.org/10.1145/3700639openalex-snapshot
Single-Document Abstractive Text Summarization: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3706598.3713181openalex-snapshot
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation
inferred← citeshttps://doi.org/10.1145/3711896.3737419openalex-snapshot
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
inferred← citeshttps://doi.org/10.1145/3725733openalex-snapshot
A Structure-aware Approach Leveraging Semantic Relevance Graph for Annotation Alignment of Chinese Classics
inferred← citeshttps://doi.org/10.1145/3726302.3729895openalex-snapshot
An Empirical Study of Evaluating Long-form Question Answering
inferred← citeshttps://doi.org/10.1145/3726302.3730348openalex-snapshot
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation
inferred← citeshttps://doi.org/10.1145/3728963openalex-snapshot
Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering
inferred← citeshttps://doi.org/10.1145/3731445openalex-snapshot
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
inferred← citeshttps://doi.org/10.1145/3746252.3761576openalex-snapshot
When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint Dataset
inferred← citeshttps://doi.org/10.1145/3795137openalex-snapshot
A Comprehensive Performance Evaluation of LLMs for Data-to-Text Generation and Divergence-Weighted Training
inferred← citeshttps://doi.org/10.1145/3803730.3803759openalex-snapshot
A Reference-Free Scoring Framework for Question Answering: Evidence-Based Credibility Assessment
inferred← citeshttps://doi.org/10.1145/3831598openalex-snapshot
Enhancing Readability of Telugu Text Summarization Using Multi-scale Attention and Bio-inspired Optimization
inferred← citeshttps://doi.org/10.1145/3833377openalex-snapshot
Evaluating Summaries of Social Media Posts: Balancing Fairness for Readers and Authors
inferred← citeshttps://doi.org/10.1162/coli_a_00484openalex-snapshot
Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model
inferred← citeshttps://doi.org/10.1162/coli_a_00519openalex-snapshot
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation
inferred← citeshttps://doi.org/10.1162/tacl.a.747openalex-snapshot
Grammatical Error Correction Evaluation by Optimally Transporting Edit Representation
inferred← citeshttps://doi.org/10.1162/tacl_a_00373openalex-snapshot
SummEval: Re-evaluating Summarization Evaluation
inferred← citeshttps://doi.org/10.1162/tacl_a_00397openalex-snapshot
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary
inferred← citeshttps://doi.org/10.1162/tacl_a_00417openalex-snapshot
A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods
inferred← citeshttps://doi.org/10.1162/tacl_a_00423openalex-snapshot
Controllable Summarization with Constrained Markov Decision Process
inferred← citeshttps://doi.org/10.1162/tacl_a_00520openalex-snapshot
A Survey on Cross-Lingual Summarization
inferred← citeshttps://doi.org/10.1162/tacl_a_00576openalex-snapshot
MENLI: Robust Evaluation Metrics from Natural Language Inference
inferred← citeshttps://doi.org/10.1162/tacl_a_00578openalex-snapshot
Abstractive Meeting Summarization: A Survey
inferred← citeshttps://doi.org/10.1162/tacl_a_00700openalex-snapshot
Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?
inferred← citeshttps://doi.org/10.1177/03611981251322468openalex-snapshot
A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models
inferred← citeshttps://doi.org/10.12694/scpe.v24i2.2238openalex-snapshot
Research Highlight Generation with ELMo Contextual Embeddings
inferred← citeshttps://doi.org/10.12794/metadc2443390openalex-snapshot
Methods to Evaluate and Improve the Quality of Text Summarization
inferred← citeshttps://doi.org/10.1561/1500000083openalex-snapshot
Deep Learning for Dialogue Systems: Chit-Chat and Beyond
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6312openalex-snapshot
SemSUM: Semantic Dependency Guided Neural Abstractive Summarization
inferred← citeshttps://doi.org/10.1609/aaai.v35i14.17526openalex-snapshot
Perception Score: A Learned Metric for Open-ended Text Generation Evaluation
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21299openalex-snapshot
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21304openalex-snapshot
Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21376openalex-snapshot
Entailment Relation Aware Paraphrase Generation
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