Primer Research This repository contains or refers to implementations, research code and data related to Primer publications and preprints. Paper Source/Data How important is Recall for Measuring Retrieval Quality? 2025 recall_role, retrieval-response Preserving Multilingual Quality While Tuning Query Encoder on English Only. 2025 arxiv-negatives How to Discern Important Urgent News? 2024 Linear Cross-Lingual Mapping of Sentence Embeddings. 2024 wikinews (or here) Neural Embeddings for Text. 2022 neural_embeddings BabyBear: Cheap inference triage for expensive language models. 2022 babybear Named Entity Linking with Entity Representation by Multiple Embeddings. 2022 Does Summary Evaluation Survive Translation to Other Languages? 2022 summary_translation Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation. 2022 shannon, blanc Consistency and Coherence from Points of Contextual Similarity. 2021 estime-soft, blanc Namesakes: Ambiguously Named Entities from Wikipedia and News. 2021 namesakes ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings. 2021 estime, blanc Towards Human-Free Automatic Quality Evaluation of German Summarization. 2021 Is Human Scoring the Best Criteria for Summary Evaluation? 2021 Primer AI's Systems for Acronym Identification and Disambiguation. 2021 sdu-data Sensitivity of BLANC to human-scored qualities of text summaries. 2020 blanc, data Fill in the BLANC: Human-free quality estimation of document summaries. 2020 blanc, data Zero-shot topic generation. 2020 Headline Generation: Learning from Decomposable Document Titles. 2019
