Methods › Natural Language Processing › Language Models › BLOOM

BLOOM

116 papers tagged archive 2025-07-28

Introduced by BigScience Workshop et al. in BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 116, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• AI-driven multi-source data fusion for algal bloom severity classification in small inland water bodies: Leveraging Sentinel-2, DEM, and NOAA climate data
  2 May 2025 · 1 repository · arXiv:2505.03808
• Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning
  8 Apr 2025 · 0 repositories · arXiv:2504.06135
• Cascaded Learned Bloom Filter for Optimal Model-Filter Size Balance and Fast Rejection
  6 Feb 2025 · 0 repositories · arXiv:2502.03696
• How does a Multilingual LM Handle Multiple Languages?
  6 Feb 2025 · 0 repositories · arXiv:2502.04269
• Adversarially Robust Bloom Filters: Privacy, Reductions, and Open Problems
  27 Jan 2025 · 0 repositories · arXiv:2501.15751
• Implicit Causality-biases in humans and LLMs as a tool for benchmarking LLM discourse capabilities
  22 Jan 2025 · 0 repositories · arXiv:2501.12980
• Exploring Robustness of Multilingual LLMs on Real-World Noisy Data
  14 Jan 2025 · 1 repository · arXiv:2501.08322
• BloomCoreset: Fast Coreset Sampling using Bloom Filters for Fine-Grained Self-Supervised Learning
  22 Dec 2024 · 1 repository · arXiv:2412.16942
• The Open Source Advantage in Large Language Models (LLMs)
  16 Dec 2024 · 0 repositories · arXiv:2412.12004
• Combining knowledge graphs and LLMs for hazardous chemical information management and reuse
  10 Dec 2024 · 0 repositories · arXiv:2412.09644
• Large Language Models as Mirrors of Societal Moral Standards
  1 Dec 2024 · 0 repositories · arXiv:2412.00956
• An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation
  28 Nov 2024 · 0 repositories · arXiv:2411.19203
• LA4SR: illuminating the dark proteome with generative AI
  11 Nov 2024 · 0 repositories · arXiv:2411.06798
• LSHBloom: Memory-efficient, Extreme-scale Document Deduplication
  6 Nov 2024 · 0 repositories · arXiv:2411.04257
• Exploring the Benefits of Domain-Pretraining of Generative Large Language Models for Chemistry
  5 Nov 2024 · 0 repositories · arXiv:2411.03542
• Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models
  15 Oct 2024 · 0 repositories · arXiv:2410.11718
• LSTM networks provide efficient cyanobacterial blooms forecasting even with incomplete spatio-temporal data
  9 Oct 2024 · 0 repositories · arXiv:2410.08237
• CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions
  4 Oct 2024 · 1 repository · arXiv:2410.03077
  Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
• k-mer-based approaches to bridging pangenomics and population genetics
  18 Sep 2024 · 0 repositories · arXiv:2409.11683
• Goldfish: Monolingual Language Models for 350 Languages
  19 Aug 2024 · 1 repository · arXiv:2408.10441
  Syntology ran 4 of 5 samples · 1 unverified · 5 pointer-only (licence)
• Interventional Causal Structure Discovery over Graphical Models with Convergence and Optimality Guarantees
  9 Aug 2024 · 0 repositories · arXiv:2408.04819
• Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation
  19 Jul 2024 · 0 repositories · arXiv:2407.14088
• MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models
  16 Jul 2024 · 0 repositories · arXiv:2407.11681
• Language Portability Strategies for Open-domain Dialogue with Pre-trained Language Models from High to Low Resource Languages
  1 Jul 2024 · 0 repositories · arXiv:2407.01315
• Preference Tuning For Toxicity Mitigation Generalizes Across Languages
  23 Jun 2024 · 1 repository · arXiv:2406.16235
  Syntology ran 7 of 9 samples · 2 unverified
• IDentity with Locality: An ideal hash for gene sequence search
  21 Jun 2024 · 0 repositories · arXiv:2406.14901
• Probing the Emergence of Cross-lingual Alignment during LLM Training
  19 Jun 2024 · 0 repositories · arXiv:2406.13229
• Estimating the Increase in Emissions caused by AI-augmented Search
  17 Jun 2024 · 0 repositories · arXiv:2407.16894
• Multilingual Large Language Models and Curse of Multilinguality
  15 Jun 2024 · 0 repositories · arXiv:2406.10602
• LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback
  3 Jun 2024 · 0 repositories · arXiv:2406.01771

Tasks archive 2025-07-28

20 shown of 140 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections