Methods › Natural Language Processing › Transformers › GPT-3 › Papers, page 18

GPT-3

Papers archive 2025-07-28

archive papers tagged: 1,906 · with a code link: 866 · where Syntology ran a sample: 319 (259 with a run with no instrument failure, 60 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (319 of 1,906 tagged: 259 with a run with no instrument failure, 60 where every run was a failure of Syntology's instrument)

Page 18 of 20: papers 1,701 to 1,800 of 1,906, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Word Play for Playing Othello (Reverses)
  18 Jul 2022 · 0 repositories · arXiv:2207.08766
• Can large language models reason about medical questions?
  17 Jul 2022 · 1 repository · arXiv:2207.08143
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
• ELECTRA is a Zero-Shot Learner, Too
  17 Jul 2022 · 1 repository · arXiv:2207.08141
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Re2G: Retrieve, Rerank, Generate
  13 Jul 2022 · 1 repository · arXiv:2207.06300
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Few-shot training LLMs for project-specific code-summarization
  9 Jul 2022 · 0 repositories · arXiv:2207.04237
• Ask Me What You Need: Product Retrieval using Knowledge from GPT-3
  6 Jul 2022 · 0 repositories · arXiv:2207.02516
• Machine Learning Model Sizes and the Parameter Gap
  5 Jul 2022 · 0 repositories · arXiv:2207.02852
• GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation
  30 Jun 2022 · 1 repository · arXiv:2207.00106
• A Test for Evaluating Performance in Human-Computer Systems
  24 Jun 2022 · 0 repositories · arXiv:2206.12390
• A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages
  23 Jun 2022 · 0 repositories · arXiv:2206.11993
• Using cognitive psychology to understand GPT-3
  21 Jun 2022 · 0 repositories · arXiv:2206.14576
• LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
  20 Jun 2022 · 2 repositories · arXiv:2206.09557
• Argumentative Text Generation in Economic Domain
  18 Jun 2022 · 1 repository · arXiv:2206.09251
• Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods
  18 Jun 2022 · 0 repositories · arXiv:2206.09253
• From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams
  11 Jun 2022 · 0 repositories · arXiv:2206.05442
• Putting GPT-3's Creativity to the (Alternative Uses) Test
  10 Jun 2022 · 1 repository · arXiv:2206.08932
• DynaMaR: Dynamic Prompt with Mask Token Representation
  7 Jun 2022 · 0 repositories · arXiv:2206.02982
• Making Large Language Models Better Reasoners with Step-Aware Verifier
  6 Jun 2022 · 0 repositories · arXiv:2206.02336
• Automatic Generation of Programming Exercises and Code Explanations using Large Language Models
  3 Jun 2022 · 0 repositories · arXiv:2206.11861
• Decentralized Training of Foundation Models in Heterogeneous Environments
  2 Jun 2022 · 1 repository · arXiv:2206.01288
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Romantic-Computing
  1 Jun 2022 · 0 repositories · arXiv:2206.11864
• Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain
  31 May 2022 · 0 repositories · arXiv:2205.15952
• Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task
  30 May 2022 · 1 repository · arXiv:2205.15172
• Teaching Models to Express Their Uncertainty in Words
  28 May 2022 · 1 repository · arXiv:2205.14334
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Conditional set generation using Seq2seq models
  25 May 2022 · 0 repositories · arXiv:2205.12485
• Large Language Models are Few-Shot Clinical Information Extractors
  25 May 2022 · 0 repositories · arXiv:2205.12689
• NaturalProver: Grounded Mathematical Proof Generation with Language Models
  25 May 2022 · 1 repository · arXiv:2205.12910
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• FLUTE: Figurative Language Understanding through Textual Explanations
  24 May 2022 · 1 repository · arXiv:2205.12404
• The Authenticity Gap in Human Evaluation
  24 May 2022 · 0 repositories · arXiv:2205.11930
• Improving Short Text Classification With Augmented Data Using GPT-3
  23 May 2022 · 0 repositories · arXiv:2205.10981
• Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
  23 May 2022 · 1 repository · arXiv:2205.11374
• Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions
  23 May 2022 · 0 repositories · arXiv:2205.11658
• RL with KL penalties is better viewed as Bayesian inference
  23 May 2022 · 0 repositories · arXiv:2205.11275
• Instruction Induction: From Few Examples to Natural Language Task Descriptions
  22 May 2022 · 1 repository · arXiv:2205.10782
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
  21 May 2022 · 1 repository · arXiv:2205.10625
• M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
  17 May 2022 · 0 repositories · arXiv:2205.08084
• Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data
  16 May 2022 · 0 repositories · arXiv:2205.07557
• The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues
  16 May 2022 · 1 repository · arXiv:2205.07540
• Clinical Prompt Learning with Frozen Language Models
  11 May 2022 · 1 repository · arXiv:2205.05535
• Towards the Generation of Musical Explanations with GPT-3
  11 May 2022 · 1 repository · arXiv:2206.08264
• Reducing Activation Recomputation in Large Transformer Models
  10 May 2022 · 4 repositories · arXiv:2205.05198
  Syntology official: harvested, nothing ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• UL2: Unifying Language Learning Paradigms
  10 May 2022 · 2 repositories · arXiv:2205.05131
  Syntology community repositories only · 15 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 16 harvested samples)
• The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
  6 May 2022 · 1 repository · arXiv:2205.03401
• When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it
  6 May 2022 · 1 repository · arXiv:2205.03472
• Contrastive Learning for Prompt-Based Few-Shot Language Learners
  3 May 2022 · 1 repository · arXiv:2205.01308
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples) · 6 pointer-only (licence)
• Mixed-effects transformers for hierarchical adaptation
  3 May 2022 · 1 repository · arXiv:2205.01749
• OPT: Open Pre-trained Transformer Language Models
  2 May 2022 · 11 repositories · arXiv:2205.01068
  Syntology official (archive's flag): 9 ran · 14 ran (of which 2 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 10 unverified (of 24 harvested samples) · 17 pointer-only (licence)
• Training Language Models with Language Feedback
  29 Apr 2022 · 0 repositories · arXiv:2204.14146
• Inferring Implicit Relations in Complex Questions with Language Models
  28 Apr 2022 · 1 repository · arXiv:2204.13778
• On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
  28 Apr 2022 · 0 repositories · arXiv:2204.13509
• An End-to-End Dialogue Summarization System for Sales Calls
  27 Apr 2022 · 0 repositories · arXiv:2204.12951
• CodexDB: Generating Code for Processing SQL Queries using GPT-3 Codex
  19 Apr 2022 · 0 repositories · arXiv:2204.08941
• mGPT: Few-Shot Learners Go Multilingual
  15 Apr 2022 · 1 repository · arXiv:2204.07580
• GPT-NeoX-20B: An Open-Source Autoregressive Language Model
  14 Apr 2022 · 11 repositories · arXiv:2204.06745
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model
  14 Apr 2022 · 0 repositories · arXiv:2204.07014
• BERTuit: Understanding Spanish language in Twitter through a native transformer
  7 Apr 2022 · 0 repositories · arXiv:2204.03465
• Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
  5 Apr 2022 · 1 repository · arXiv:2204.01959
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• Generative Pre-Trained Transformers for Biologically Inspired Design
  31 Mar 2022 · 0 repositories · arXiv:2204.09714
• Leveraging pre-trained language models for conversational information seeking from text
  31 Mar 2022 · 0 repositories · arXiv:2204.03542
• Transformer Language Models without Positional Encodings Still Learn Positional Information
  30 Mar 2022 · 1 repository · arXiv:2203.16634
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• Training Compute-Optimal Large Language Models
  29 Mar 2022 · 2 repositories · arXiv:2203.15556
  Syntology 8 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 4 pointer-only (licence)
• Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again
  16 Mar 2022 · 1 repository · arXiv:2203.08410
• The Ghost in the Machine has an American accent: value conflict in GPT-3
  15 Mar 2022 · 0 repositories · arXiv:2203.07785
• Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer
  7 Mar 2022 · 7 repositories · arXiv:2203.03466
  Syntology official (archive's flag): 1 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Training language models to follow instructions with human feedback
  4 Mar 2022 · 11 repositories · arXiv:2203.02155
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
  25 Feb 2022 · 2 repositories · arXiv:2202.12837
• From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems
  24 Feb 2022 · 1 repository · arXiv:2202.12107
• Semantic features of object concepts generated with GPT-3
  8 Feb 2022 · 1 repository · arXiv:2202.03753
• Cedille: A large autoregressive French language model
  7 Feb 2022 · 1 repository · arXiv:2202.03371
• Ethics, Rules of Engagement, and AI: Neural Narrative Mapping Using Large Transformer Language Models
  5 Feb 2022 · 0 repositories · arXiv:2202.02647
• Co-training Improves Prompt-based Learning for Large Language Models
  2 Feb 2022 · 1 repository · arXiv:2202.00828
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples)
• Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
  28 Jan 2022 · 19 repositories · arXiv:2201.11903
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Describing Differences between Text Distributions with Natural Language
  28 Jan 2022 · 1 repository · arXiv:2201.12323
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Synchromesh: Reliable code generation from pre-trained language models
  26 Jan 2022 · 2 repositories · arXiv:2201.11227
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection
  25 Jan 2022 · 0 repositories · arXiv:2201.10474
• Synthetic Books
  24 Jan 2022 · 0 repositories · arXiv:2201.09518
• Black-box Prompt Learning for Pre-trained Language Models
  21 Jan 2022 · 1 repository · arXiv:2201.08531
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities
  18 Jan 2022 · 1 repository · arXiv:2201.06796
• A Study of Pre-trained Language Models for Analogy Generation
  16 Jan 2022 · 0 repositories
• Few-Shot Semantic Parsing with Language Models Trained On Code
  16 Jan 2022 · 0 repositories
• Hierarchical Transformers Are More Efficient Language Models
  16 Jan 2022 · 0 repositories
• Memory-assisted prompt editing to improve GPT-3 after deployment
  16 Jan 2022 · 1 repository · arXiv:2201.06009
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions
  16 Jan 2022 · 0 repositories
• Re2G: Retrieve, Rerank, Generate
  16 Jan 2022 · 0 repositories
• Reframing Human-AI Collaboration for Generating Free-Text Explanations
  16 Jan 2022 · 0 repositories
• UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
  16 Jan 2022 · 1 repository · arXiv:2201.05966
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
  16 Jan 2022 · 1 repository · arXiv:2201.05955
• When a sentence does not introduce a discourse entity, Transformer-based models still often refer to it
  16 Jan 2022 · 0 repositories
• CommonsenseQA 2.0: Exposing the Limits of AI through Gamification
  14 Jan 2022 · 0 repositories · arXiv:2201.05320
• Black-Box Tuning for Language-Model-as-a-Service
  10 Jan 2022 · 2 repositories · arXiv:2201.03514
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Imagined versus Remembered Stories: Quantifying Differences in Narrative Flow
  7 Jan 2022 · 0 repositories · arXiv:2201.02662
• A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level
  31 Dec 2021 · 1 repository · arXiv:2112.15594
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
  23 Dec 2021 · 3 repositories · arXiv:2112.12731
• Few-shot Learning with Multilingual Language Models
  20 Dec 2021 · 2 repositories · arXiv:2112.10668
• Analysis and Mitigation of Dataset Artifacts in OpenAI GPT-3
  19 Dec 2021 · 0 repositories
• WebGPT: Browser-assisted question-answering with human feedback
  17 Dec 2021 · 2 repositories · arXiv:2112.09332
• Few-Shot Semantic Parsing with Language Models Trained On Code
  16 Dec 2021 · 0 repositories · arXiv:2112.08696
• Reframing Human-AI Collaboration for Generating Free-Text Explanations
  16 Dec 2021 · 1 repository · arXiv:2112.08674
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
  13 Dec 2021 · 0 repositories · arXiv:2112.06905
• Improving language models by retrieving from trillions of tokens
  8 Dec 2021 · 2 repositories · arXiv:2112.04426
  Syntology 16 ran (of which 5 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 3 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 23 harvested samples) · 3 pointer-only (licence)