mlsanityData to 7 Oct 2026

Simple and Effective Paraphrastic Similarity from Parallel Translations

arXiv 1909.13872 ↗First posted 30 Sep 2019cs.CLcited by 25

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Abstract (arXiv)

We present a model and methodology for learning paraphrastic sentence embeddings directly from bitext, removing the time-consuming intermediate step of creating paraphrase corpora. Further, we show that the resulting model can be applied to cross-lingual tasks where it both outperforms and is orders of magnitude faster than more complex state-of-the-art baselines.

Key facts. Cited by 25 papers in the map (data through 7 Oct 2026). First posted on arXiv 30 Sep 2019.

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Citing papers per year: 2021: 4; 2022: 8; 2023: 8; 2024: 5.

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  1. 2023Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defensecited by 401
  2. 2023ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewingcited by 118
  3. 2024OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviewscited by 63
  4. 2021Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrievalcited by 27
  5. 2024What Can Natural Language Processing Do for Peer Review?cited by 24
  6. 2021Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Modelscited by 22
  7. 2022Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Datacited by 22
  8. 2021Paraphrastic Representations at Scalecited by 19
  9. 2022Matching Papers and Reviewers at Large Conferencescited by 18
  10. 2024Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experimentcited by 15
  11. 2023A Gold Standard Dataset for the Reviewer Assignment Problemcited by 11
  12. 2024Vulnerability of Text-Matching in ML/AI Conference Reviewer Assignments to Collusionscited by 7
13 more
  1. 2022NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measurescited by 6
  2. 2022T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representationcited by 6
  3. 2022Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrievalcited by 5
  4. 2022What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Reviewcited by 4
  5. 2022Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representationcited by 4
  6. 2023The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Propertiescited by 4
  7. 2023Assisting Human Decisions in Document Matchingcited by 3
  8. 2024Learning from Many Voices: Literary MT Using Multi-Reference Human and Synthetic Datacited by 3
  9. 2021Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Predictioncited by 1
  10. 2023The Effect of Alignment Objectives on Code-Switching Translationcited by 1
  11. 2023A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detectioncited by 1
  12. 2022Submission-Aware Reviewer Profiling for Reviewer Recommender Systemcited by 0
  13. 2023Automatic Translation of Hate Speech to Non-hate Speech in Social Media Textscited by 0