PrimerAI/primer-research

19

stars

32

commits

Python

primary language

Jan 8, 2026

updated

README

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

Contributors

OlegVasilyev4096

16 commits

8 commits

3 commits

2 commits

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Jupyter Notebook

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PrimerAI/primer-research

19

stars

32

commits

Python

primary language

Jan 8, 2026

updated

README

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

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Contributors

OlegVasilyev4096

16 commits

8 commits

3 commits

2 commits

Languages

Python

52.8%

Jupyter Notebook

47.2%