Home › Code › generate_response

generate_response

Syntologyentry name in harvested coderead from the graph 2026-09-24

generate_response appears in the code Syntology harvested for 23 papers, as 25 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named generate_response do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 5 of the 25 distinct code bodies named generate_response; 20 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
3ran
20unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 25 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

23 papers shown of 23, newest first; 25 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 6 papers added by Syntology; 3 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Towards Generalizable Visually Grounded Exploration of Household Devices added by Syntology 2026-09 (from id) BITHLP/VGEBench/models/local_model_infer.py 0674caebbfe44771 unverified MIT (permissive)
Generalization or Memorization? Brittleness Testing for Chess-Trained Language Models added by Syntology 2026-05 (from id) ethanjtang/GAMBIT/eval_models_on_puzzles/eval_all_models_modulo.py 9006d9d9d587b7ad ran licence not identified · pointer only
XPERT: Expert Knowledge Transfer for Effective Training of Language Models added by Syntology 2026-05 (from id) databrickslabs/dolly/training/generate.py cc51a3411a9b657d unverified Apache-2.0 (permissive)
TAMUSA-Chat: A Domain-Adapted Large Language Model Conversational System for Research and Responsible Deployment added by Syntology 2026-03 (from id) alsmadi/TAMUSA_LLM_Based_Chat_app/inference_TAMUSA_V2.py 1fc5a0b97bbfbb15 unverified no licence file found · pointer only
VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval added by Syntology 2026-02 (from id) dmgcsilva/vigia/inference/vigia/dialogue_sim.py 5c629cd26c7f460f unverified no licence file found · pointer only
Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment added by Syntology 2026-02 (from id) aailab-kaist/WPR/inference/inference_apps.py d94756f73698ae1a unverified Apache-2.0 (permissive)
Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment added by Syntology 2026-02 (from id) aailab-kaist/WPR/inference/inference_with_rewards.py 6b6296292665f55a unverified Apache-2.0 (permissive)
arXiv:2507.19969 2025-07 (from id) vis-nlp/Text2Vis/inference_gpt4o.py 5f0ed7387f61400a unverified GPL-3.0 (copyleft) · pointer only
CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance 14 Jul 2025 amazon-science/CodeAssistBench/script/docker_filter.py 3ab69c08296acaf6 unverified Apache-2.0 (permissive)
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models 26 May 2025 DyMessi/VisCRA/evaluation/gemini.py 85fe3245f510864a unverified Apache-2.0 (permissive)
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models 26 May 2025 DyMessi/VisCRA/evaluation/gpt4o.py a7841c5371a659a2 unverified Apache-2.0 (permissive)
AutoToM: Automated Bayesian Inverse Planning and Model Discovery for Open-ended Theory of Mind 21 Feb 2025 chuanyangjin/MMToM-QA/BIP-ALM/testing_gpt.py 2f2910e1108a303e unverified Apache-2.0 (permissive)
CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing 4 Feb 2025 aiming-lab/CITER/src/pipeline/token_route.py d124dd694ce32d15 unverified no licence file found · pointer only
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions 27 Oct 2024 multimodal-art-projection/AutoKaggle/api_handler.py 44bf2cebd4c77920 unverified Apache-2.0 (permissive)
CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints 5 Oct 2024 anirudhlakkaraju/cs4_benchmark/code_files/storygen.py b547c94262782cf4 ran MIT (permissive)
YuLan: An Open-source Large Language Model 28 Jun 2024 ruc-gsai/yulan-chat/inference.py 04a0454a2adc8ee4 ran MIT (permissive)
Aligning Large Language Models with Diverse Political Viewpoints 20 Jun 2024 dominiksinsaarland/aligning-LLMs-with-political-views/src/inference.py 531c6f8e484c5e74 unverified no licence file found · pointer only
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models 25 Mar 2024 stevekgyang/metaaligner/inference/aligner_inference.py 2ea85cccdeb325fb ran · our draft was wrong MIT (permissive)
On Early Detection of Hallucinations in Factual Question Answering 19 Dec 2023 amazon-science/llm-hallucinations-factual-qa/result_collector.py 03559f369dd0f078 unverified Apache-2.0 (permissive)
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog 11 Oct 2023 Hyu-Zhang/ISR/generate.py b65d11d0d5341747 unverified no licence file found · pointer only
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models 24 Sep 2023 stevekgyang/mentalllama/src/IMHI.py 54902262b09330a5 ran · our draft was wrong MIT (permissive)
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation 19 May 2023 hyn2028/llm-cxr/training/generate.py 4ccce24e2e7398f3 unverified Apache-2.0 (permissive)
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents 23 Jan 2019 cerebroai/AskIt/decoder.py cbad4369484f0733 unverified MIT (permissive)
arXiv:2025.emnlp-main.835 Astarojth/DynamicNER/CascadeNER/model/infer.py d6ea07b35670a601 unverified Apache-2.0 (permissive)
arXiv:2023.emnlp-industry.17 yale-nlp/LLM-T2T/src/GPT_T2T_generation.py 32ed24c259e05547 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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