Methods › Natural Language Processing › Transformers › GPT-Neo

GPT-Neo

38 papers tagged archive 2025-07-28

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

Papers archive 2025-07-28

30 shown of 38, 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.

• IRepair: An Intent-Aware Approach to Repair Data-Driven Errors in Large Language Models
  10 Feb 2025 · 0 repositories · arXiv:2502.07072
• Robust Hybrid Classical-Quantum Transfer Learning Model for Text Classification Using GPT-Neo 125M with LoRA & SMOTE Enhancement
  12 Jan 2025 · 1 repository · arXiv:2501.10435
• LLM Vocabulary Compression for Low-Compute Environments
  10 Nov 2024 · 0 repositories · arXiv:2411.06371
• BERTtime Stories: Investigating the Role of Synthetic Story Data in Language pre-training
  20 Oct 2024 · 1 repository · arXiv:2410.15365
• Reconstruction of Differentially Private Text Sanitization via Large Language Models
  16 Oct 2024 · 0 repositories · arXiv:2410.12443
• The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text Memorization
  29 Aug 2024 · 1 repository · arXiv:2408.16345
  Syntology ran 8 of 11 samples · 3 unverified · 11 pointer-only (licence)
• WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models
  18 Aug 2024 · 0 repositories · arXiv:2408.09459
• Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
  13 Aug 2024 · 1 repository · arXiv:2408.06621
  Syntology ran 2 of 2 samples · 0 unverified
• Semantic Membership Inference Attack against Large Language Models
  14 Jun 2024 · 0 repositories · arXiv:2406.10218
• Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts
  2 May 2024 · 1 repository · arXiv:2405.01660
• More than Correlation: Do Large Language Models Learn Causal Representations of Space?
  26 Dec 2023 · 0 repositories · arXiv:2312.16257
• Fairness-Aware Structured Pruning in Transformers
  24 Dec 2023 · 1 repository · arXiv:2312.15398
  Syntology ran 0 of 2 samples · 2 unverified
• Scalable Extraction of Training Data from (Production) Language Models
  28 Nov 2023 · 0 repositories · arXiv:2311.17035
• Heaps' Law in GPT-Neo Large Language Model Emulated Corpora
  10 Nov 2023 · 1 repository · arXiv:2311.06377
• Watermarking LLMs with Weight Quantization
  17 Oct 2023 · 1 repository · arXiv:2310.11237
  Syntology ran 1 of 10 samples · 9 unverified · 10 pointer-only (licence)
• TART: A plug-and-play Transformer module for task-agnostic reasoning
  21 Sep 2023 · 1 repository
• Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets
  26 Jun 2023 · 0 repositories
• Exposing Bias in Online Communities through Large-Scale Language Models
  4 Jun 2023 · 0 repositories · arXiv:2306.02294
• Test-Time Training on Nearest Neighbors for Large Language Models
  29 May 2023 · 1 repository · arXiv:2305.18466
  Syntology ran 0 of 5 samples · 5 unverified
• Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
  19 May 2023 · 1 repository · arXiv:2305.11759
• TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
  12 May 2023 · 8 repositories · arXiv:2305.07759
  Syntology ran 3 of 18 samples · 15 unverified
• Stealing the Decoding Algorithms of Language Models
  8 Mar 2023 · 1 repository · arXiv:2303.04729
• Bag of Tricks for Training Data Extraction from Language Models
  9 Feb 2023 · 1 repository · arXiv:2302.04460
  Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
• Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?
  23 Dec 2022 · 0 repositories · arXiv:2212.12131
• Explicit Knowledge Transfer for Weakly-Supervised Code Generation
  30 Nov 2022 · 0 repositories · arXiv:2211.16740
• GPT-Neo for commonsense reasoning -- a theoretical and practical lens
  28 Nov 2022 · 1 repository · arXiv:2211.15593
• Understanding BLOOM: An empirical study on diverse NLP tasks
  27 Nov 2022 · 0 repositories · arXiv:2211.14865
• Collateral facilitation in humans and language models
  9 Nov 2022 · 1 repository · arXiv:2211.05198
  Syntology ran 1 of 1 samples · 0 unverified
• Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech
  11 Sep 2022 · 0 repositories · arXiv:2209.04889
• Materials Transformers Language Models for Generative Materials Design: a benchmark study
  27 Jun 2022 · 1 repository · arXiv:2206.13578

Tasks archive 2025-07-28

20 shown of 42 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