Methods › Natural Language Processing › Transformers › GPT-3 › Papers, page 17

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 17 of 20: papers 1,601 to 1,700 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.

• Paraphrase Identification with Deep Learning: A Review of Datasets and Methods
  13 Dec 2022 · 0 repositories · arXiv:2212.06933
• Thinking Fast and Slow in Large Language Models
  10 Dec 2022 · 0 repositories · arXiv:2212.05206
• Structured information extraction from complex scientific text with fine-tuned large language models
  10 Dec 2022 · 0 repositories · arXiv:2212.05238
• LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
  8 Dec 2022 · 1 repository · arXiv:2212.04088
• NP4G : Network Programming for Generalization
  8 Dec 2022 · 1 repository · arXiv:2212.11118
• The Role of AI in Drug Discovery: Challenges, Opportunities, and Strategies
  8 Dec 2022 · 0 repositories · arXiv:2212.08104
• DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
  7 Dec 2022 · 1 repository · arXiv:2212.03597
• Adaptive Testing of Computer Vision Models
  6 Dec 2022 · 1 repository · arXiv:2212.02774
  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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Counterfactual reasoning: Do language models need world knowledge for causal understanding?
  6 Dec 2022 · 1 repository · arXiv:2212.03278
• Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping
  3 Dec 2022 · 0 repositories · arXiv:2212.01539
• SumREN: Summarizing Reported Speech about Events in News
  2 Dec 2022 · 1 repository · arXiv:2212.01146
• a survey on GPT-3
  1 Dec 2022 · 0 repositories · arXiv:2212.00857
• Distilling Reasoning Capabilities into Smaller Language Models
  1 Dec 2022 · 1 repository · arXiv:2212.00193
• Prompted Opinion Summarization with GPT-3.5
  29 Nov 2022 · 1 repository · arXiv:2211.15914
• 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
• GPT-3-driven pedagogical agents for training children's curious question-asking skills
  25 Nov 2022 · 0 repositories · arXiv:2211.14228
• PromptTTS: Controllable Text-to-Speech with Text Descriptions
  22 Nov 2022 · 1 repository · arXiv:2211.12171
• Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
  21 Nov 2022 · 2 repositories · arXiv:2211.11158
• Ignore Previous Prompt: Attack Techniques For Language Models
  17 Nov 2022 · 1 repository · arXiv:2211.09527
  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) · 4 unverified (of 6 harvested samples)
• UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
  17 Nov 2022 · 1 repository · arXiv:2211.09783
• Galactica: A Large Language Model for Science
  16 Nov 2022 · 1 repository · arXiv:2211.09085
  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)
• GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective
  15 Nov 2022 · 1 repository · arXiv:2211.08073
• PromptCap: Prompt-Guided Task-Aware Image Captioning
  15 Nov 2022 · 1 repository · arXiv:2211.09699
• RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use
  15 Nov 2022 · 0 repositories · arXiv:2211.08192
• Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations
  14 Nov 2022 · 1 repository · arXiv:2211.07517
  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)
• UGIF: UI Grounded Instruction Following
  14 Nov 2022 · 0 repositories · arXiv:2211.07615
• On Optimizing the Communication of Model Parallelism
  10 Nov 2022 · 0 repositories · arXiv:2211.05322
• Active Example Selection for In-Context Learning
  8 Nov 2022 · 1 repository · arXiv:2211.04486
  Syntology official (archive's flag): 10 ran · 10 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples)
• Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device
  3 Nov 2022 · 0 repositories · arXiv:2212.01217
• Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3
  31 Oct 2022 · 0 repositories · arXiv:2210.17284
• Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
  30 Oct 2022 · 0 repositories · arXiv:2210.16865
• COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning
  27 Oct 2022 · 1 repository · arXiv:2210.15212
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
  25 Oct 2022 · 0 repositories · arXiv:2210.13693
• Inferring Past Human Actions in Homes with Abductive Reasoning
  24 Oct 2022 · 1 repository · arXiv:2210.13984
• Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings
  24 Oct 2022 · 1 repository · arXiv:2210.12926
• Leveraging Large Language Models for Multiple Choice Question Answering
  22 Oct 2022 · 1 repository · arXiv:2210.12353
  Syntology official (archive's flag): 6 ran · 6 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models
  21 Oct 2022 · 1 repository · arXiv:2210.12023
  Syntology official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• WikiWhy: Answering and Explaining Cause-and-Effect Questions
  21 Oct 2022 · 0 repositories · arXiv:2210.12152
• 3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows
  20 Oct 2022 · 0 repositories · arXiv:2210.11603
• Composing Ensembles of Pre-trained Models via Iterative Consensus
  20 Oct 2022 · 0 repositories · arXiv:2210.11522
• Systematicity in GPT-3's Interpretation of Novel English Noun Compounds
  18 Oct 2022 · 0 repositories · arXiv:2210.09492
• Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters
  18 Oct 2022 · 0 repositories · arXiv:2211.01979
• Prompting GPT-3 To Be Reliable
  17 Oct 2022 · 1 repository · arXiv:2210.09150
• NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly
  16 Oct 2022 · 1 repository · arXiv:2210.08604
• Extracting Cultural Commonsense Knowledge at Scale
  14 Oct 2022 · 2 repositories · arXiv:2210.07763
• "John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility
  14 Oct 2022 · 1 repository · arXiv:2210.07471
• TestAug: A Framework for Augmenting Capability-based NLP Tests
  14 Oct 2022 · 1 repository · arXiv:2210.08097
• Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
  13 Oct 2022 · 1 repository · arXiv:2210.07222
• Explanations from Large Language Models Make Small Reasoners Better
  13 Oct 2022 · 0 repositories · arXiv:2210.06726
• Language Models of Code are Few-Shot Commonsense Learners
  13 Oct 2022 · 2 repositories · arXiv:2210.07128
  Syntology community repositories only · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Large Language Models are few(1)-shot Table Reasoners
  13 Oct 2022 · 1 repository · arXiv:2210.06710
• Are Sample-Efficient NLP Models More Robust?
  12 Oct 2022 · 0 repositories · arXiv:2210.06456
• REV: Information-Theoretic Evaluation of Free-Text Rationales
  10 Oct 2022 · 1 repository · arXiv:2210.04982
  Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• The Minimum Wage as an Anchor: Effects on Determinations of Fairness by Humans and AI
  10 Oct 2022 · 0 repositories · arXiv:2210.10585
• ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
  9 Oct 2022 · 1 repository · arXiv:2210.04325
• Controllable Dialogue Simulation with In-Context Learning
  9 Oct 2022 · 1 repository · arXiv:2210.04185
• Automatic Chain of Thought Prompting in Large Language Models
  7 Oct 2022 · 5 repositories · arXiv:2210.03493
  Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 2 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• How Large Language Models are Transforming Machine-Paraphrased Plagiarism
  7 Oct 2022 · 3 repositories · arXiv:2210.03568
• Measuring and Narrowing the Compositionality Gap in Language Models
  7 Oct 2022 · 1 repository · arXiv:2210.03350
• Binding Language Models in Symbolic Languages
  6 Oct 2022 · 4 repositories · arXiv:2210.02875
  Syntology community repositories only · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Generalization Properties of Retrieval-based Models
  6 Oct 2022 · 0 repositories · arXiv:2210.02617
• Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
  6 Oct 2022 · 1 repository · arXiv:2210.02969
• Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
  6 Oct 2022 · 1 repository · arXiv:2210.03078
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples)
• GLM-130B: An Open Bilingual Pre-trained Model
  5 Oct 2022 · 9 repositories · arXiv:2210.02414
  Syntology official (archive's flag): 9 ran · 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 21 harvested samples)
• Explaining Patterns in Data with Language Models via Interpretable Autoprompting
  4 Oct 2022 · 2 repositories · arXiv:2210.01848
  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)
• Complexity-Based Prompting for Multi-Step Reasoning
  3 Oct 2022 · 0 repositories · arXiv:2210.00720
• Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
  3 Oct 2022 · 2 repositories · arXiv:2210.01240
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Bidirectional Language Models Are Also Few-shot Learners
  29 Sep 2022 · 0 repositories · arXiv:2209.14500
• Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
  29 Sep 2022 · 2 repositories · arXiv:2209.14610
  Syntology 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
• Medical Image Captioning via Generative Pretrained Transformers
  28 Sep 2022 · 0 repositories · arXiv:2209.13983
• Who is GPT-3? An Exploration of Personality, Values and Demographics
  28 Sep 2022 · 1 repository · arXiv:2209.14338
• How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI
  27 Sep 2022 · 0 repositories · arXiv:2209.13627
• Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour
  26 Sep 2022 · 0 repositories · arXiv:2209.12786
• News Summarization and Evaluation in the Era of GPT-3
  26 Sep 2022 · 1 repository · arXiv:2209.12356
• Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity
  24 Sep 2022 · 0 repositories · arXiv:2209.12106
• A Case Report On The "A.I. Locked-In Problem": social concerns with modern NLP
  22 Sep 2022 · 0 repositories · arXiv:2209.12687
• Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
  20 Sep 2022 · 1 repository · arXiv:2209.09513
  Syntology official (archive's flag): 2 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) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning
  19 Sep 2022 · 1 repository
• Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction
  19 Sep 2022 · 0 repositories · arXiv:2209.08966
• Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models
  16 Sep 2022 · 1 repository · arXiv:2209.08141
  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) · 0 unverified (of 5 harvested samples)
• Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
  16 Sep 2022 · 0 repositories · arXiv:2209.07686
• Out of One, Many: Using Language Models to Simulate Human Samples
  14 Sep 2022 · 0 repositories · arXiv:2209.06899
• ChemBERTa-2: Towards Chemical Foundation Models
  5 Sep 2022 · 2 repositories · arXiv:2209.01712
• Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples
  5 Sep 2022 · 0 repositories · arXiv:2209.02128
• Do Large Language Models know what humans know?
  4 Sep 2022 · 1 repository · arXiv:2209.01515
• Elaboration-Generating Commonsense Question Answering at Scale
  2 Sep 2022 · 1 repository · arXiv:2209.01232
• FOLIO: Natural Language Reasoning with First-Order Logic
  2 Sep 2022 · 1 repository · arXiv:2209.00840
• On Reality and the Limits of Language Data: Aligning LLMs with Human Norms
  25 Aug 2022 · 0 repositories · arXiv:2208.11981
• Prompting as Probing: Using Language Models for Knowledge Base Construction
  23 Aug 2022 · 1 repository · arXiv:2208.11057
  Syntology official (archive's flag): 6 ran · 6 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; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation
  18 Aug 2022 · 1 repository · arXiv:2208.08629
• Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
  18 Aug 2022 · 2 repositories · arXiv:2208.10264
  Syntology community repositories only · 2 ran (of which 2 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) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
• Targeted Honeyword Generation with Language Models
  15 Aug 2022 · 0 repositories · arXiv:2208.06946
• Teacher Guided Training: An Efficient Framework for Knowledge Transfer
  14 Aug 2022 · 0 repositories · arXiv:2208.06825
• Debiased Large Language Models Still Associate Muslims with Uniquely Violent Acts
  8 Aug 2022 · 0 repositories · arXiv:2208.04417
• What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
  1 Aug 2022 · 2 repositories · arXiv:2208.01066
• LAD: Language Models as Data for Zero-Shot Dialog
  28 Jul 2022 · 0 repositories · arXiv:2207.14393
• Large Language Models and the Reverse Turing Test
  28 Jul 2022 · 0 repositories · arXiv:2207.14382
• Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?
  25 Jul 2022 · 0 repositories · arXiv:2207.12101
• BigIssue: A Realistic Bug Localization Benchmark
  21 Jul 2022 · 0 repositories · arXiv:2207.10739