Browse State-of-the-Art › In-Context Learning › Papers, page 23

In-Context Learning

Papers archive 2025-07-28

archive papers tagged: 2,297 · with a code link: 998 · where Syntology ran a sample: 437 (361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (437 of 2,297 tagged: 361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument)

Page 23 of 23: papers 2,201 to 2,297 of 2,297, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies
  21 May 2023 0 repositories listed
• PRODIGY: Enabling In-context Learning Over Graphs
  21 May 2023 0 repositories listed
• AutoTrial: Prompting Language Models for Clinical Trial Design
  19 May 2023 0 repositories listed
• Cross-Lingual Supervision improves Large Language Models Pre-training
  19 May 2023 0 repositories listed
• PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning
  19 May 2023 0 repositories listed
• Post Hoc Explanations of Language Models Can Improve Language Models
  19 May 2023 0 repositories listed
• Efficient Prompting via Dynamic In-Context Learning
  18 May 2023 0 repositories listed
• Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries
  17 May 2023 0 repositories listed
• Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text
  15 May 2023 0 repositories listed
• Symbol tuning improves in-context learning in language models
  15 May 2023 0 repositories listed
• How Good are Commercial Large Language Models on African Languages?
  11 May 2023 0 repositories listed
• GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning
  8 May 2023 0 repositories listed
• How Do In-Context Examples Affect Compositional Generalization?
  8 May 2023 0 repositories listed
• In-context Learning as Maintaining Coherency: A Study of On-the-fly Machine Translation Using Large Language Models
  5 May 2023 0 repositories listed
• WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models
  3 May 2023 0 repositories listed
• Privacy-Preserving In-Context Learning for Large Language Models
  2 May 2023 0 repositories listed
• An Iterative Algorithm for Rescaled Hyperbolic Functions Regression
  1 May 2023 0 repositories listed
• ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
  28 Apr 2023 0 repositories listed
• Controlled Text Generation with Natural Language Instructions
  27 Apr 2023 0 repositories listed
• The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
  26 Apr 2023 0 repositories listed
• Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation
  24 Apr 2023 0 repositories listed
• A Latent Space Theory for Emergent Abilities in Large Language Models
  19 Apr 2023 0 repositories listed
• Towards Robust Prompts on Vision-Language Models
  17 Apr 2023 0 repositories listed
• Extractive Summarization via ChatGPT for Faithful Summary Generation
  9 Apr 2023 0 repositories listed
• Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions
  6 Apr 2023 0 repositories listed
• Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation
  4 Apr 2023 0 repositories listed
• Subject-driven Text-to-Image Generation via Apprenticeship Learning
  1 Apr 2023 0 repositories listed
• TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
  29 Mar 2023 0 repositories listed
• When Brain-inspired AI Meets AGI
  28 Mar 2023 0 repositories listed
• Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
  25 Mar 2023 0 repositories listed
• GPT is becoming a Turing machine: Here are some ways to program it
  25 Mar 2023 0 repositories listed
• Fairness-guided Few-shot Prompting for Large Language Models
  23 Mar 2023 0 repositories listed
• The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints
  16 Mar 2023 0 repositories listed
• A Theory of Emergent In-Context Learning as Implicit Structure Induction
  14 Mar 2023 0 repositories listed
• How Many Demonstrations Do You Need for In-context Learning?
  14 Mar 2023 0 repositories listed
• The Learnability of In-Context Learning
  14 Mar 2023 0 repositories listed
• Larger language models do in-context learning differently
  7 Mar 2023 0 repositories listed
• Finding Support Examples for In-Context Learning
  27 Feb 2023 0 repositories listed
• How Does In-Context Learning Help Prompt Tuning?
  22 Feb 2023 0 repositories listed
• Few-shot Multimodal Multitask Multilingual Learning
  19 Feb 2023 0 repositories listed
• Conversation Style Transfer using Few-Shot Learning
  16 Feb 2023 0 repositories listed
• Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking
  12 Feb 2023 0 repositories listed
• Context Understanding in Computer Vision: A Survey
  10 Feb 2023 0 repositories listed
• Controlling Personality Style in Dialogue with Zero-Shot Prompt-Based Learning
  8 Feb 2023 0 repositories listed
• CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models
  8 Feb 2023 0 repositories listed
• Towards Few-Shot Identification of Morality Frames using In-Context Learning
  3 Feb 2023 0 repositories listed
• Using In-Context Learning to Improve Dialogue Safety
  2 Feb 2023 0 repositories listed
• Collaborating with language models for embodied reasoning
  1 Feb 2023 0 repositories listed Syntology 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)
• Human-Timescale Adaptation in an Open-Ended Task Space
  18 Jan 2023 0 repositories listed
• SegGPT: Towards Segmenting Everything in Context
  1 Jan 2023 0 repositories listed
• Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-shot In-Context Learners
  21 Dec 2022 0 repositories listed
• Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
  20 Dec 2022 0 repositories listed
• HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation
  20 Dec 2022 0 repositories listed
• In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models
  20 Dec 2022 0 repositories listed
• Ontologically Faithful Generation of Non-Player Character Dialogues
  20 Dec 2022 0 repositories listed
• Language model acceptability judgements are not always robust to context
  18 Dec 2022 0 repositories listed
• Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?
  18 Dec 2022 0 repositories listed
• Foundation models in brief: A historical, socio-technical focus
  17 Dec 2022 0 repositories listed
• Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration
  5 Dec 2022 0 repositories listed
• What learning algorithm is in-context learning? Investigations with linear models
  28 Nov 2022 0 repositories listed
• Retrieval-Augmented Multimodal Language Modeling
  22 Nov 2022 0 repositories listed
• Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models
  19 Nov 2022 0 repositories listed
• On the Compositional Generalization Gap of In-Context Learning
  15 Nov 2022 0 repositories listed
• Prompting Language Models for Linguistic Structure
  15 Nov 2022 0 repositories listed
• Teaching Algorithmic Reasoning via In-context Learning
  15 Nov 2022 0 repositories listed
• Two-stage LLM Fine-tuning with Less Specialization and More Generalization
  1 Nov 2022 0 repositories listed
• XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
  25 Oct 2022 0 repositories listed
• Exploring The Landscape of Distributional Robustness for Question Answering Models
  22 Oct 2022 0 repositories listed
• Explanations from Large Language Models Make Small Reasoners Better
  13 Oct 2022 0 repositories listed
• Transformers generalize differently from information stored in context vs in weights
  11 Oct 2022 0 repositories listed
• Large Language Models can Implement Policy Iteration
  7 Oct 2022 0 repositories listed
• Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model
  5 Oct 2022 0 repositories listed
• ThinkSum: Probabilistic reasoning over sets using large language models
  4 Oct 2022 0 repositories listed
• WinoDict: Probing language models for in-context word acquisition
  25 Sep 2022 0 repositories listed
• In-context Learning and Induction Heads
  24 Sep 2022 0 repositories listed
• Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models
  15 Sep 2022 0 repositories listed
• Exploring Length Generalization in Large Language Models
  11 Jul 2022 0 repositories listed
• Rationale-Augmented Ensembles in Language Models
  2 Jul 2022 0 repositories listed
• Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
  16 Jun 2022 0 repositories listed
• Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
  25 May 2022 0 repositories listed
• Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
  24 May 2022 0 repositories listed
• Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task
  1 May 2022 0 repositories listed
• On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
  28 Apr 2022 0 repositories listed
• Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks
  25 Apr 2022 0 repositories listed
• Can language models learn from explanations in context?
  5 Apr 2022 0 repositories listed
• Leveraging pre-trained language models for conversational information seeking from text
  31 Mar 2022 0 repositories listed
• Efficient Language Modeling with Sparse all-MLP
  14 Mar 2022 0 repositories listed
• Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
  12 Feb 2022 0 repositories listed
• Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing
  16 Jan 2022 0 repositories listed
• Learning To Retrieve Prompts for In-Context Learning
  16 Jan 2022 0 repositories listed
• MetaICL: Learning to Learn In Context
  16 Jan 2022 0 repositories listed
• GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
  13 Dec 2021 0 repositories listed
• Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER
  16 Nov 2021 0 repositories listed
• Meta-learning via Language Model In-context Tuning
  16 Nov 2021 0 repositories listed
• Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
  16 Nov 2021 0 repositories listed
• It's my Job to be Repetitive! My Job! My Job! -- Linking Repetitions to In-Context Learning in Language Models
  16 Oct 2021 0 repositories listed
• The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design
  9 Oct 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.