yubol-bobo/Awesome-Multi-Turn-LLMs

── AI DEEP ANALYSIS ──

reviewed by: nvidia/nemotron-3-super-120b-a12b

This repository is a curated list of papers, datasets, and code repositories for multi-turn interactions with large language models, accompanied by a static website that serves as a companion to a survey paper published in Transactions on Machine Learning Research (TMLR) 2026. The website includes sections on tasks (instruction following and conversational engagement), improvement methods, open challenges, and a searchable benchmark explorer. The repository also includes a script for processing survey data from Excel files and the README, though this script is not required to run the website.

── METRICS ──

RATING7.2/10

QUALITY6.5/10

MAINTENANCEactive

DRIFTlow

REPRODUCIBILITY8.0/10

CONTRIBUTORS6

VELOCITY0.59

OPEN ISSUES1

CLOSED ISSUES1

LAST COMMIT3 months ago

── TAGS ──

#survey #benchmark-explorer #multi-task #improvement-methods #open-challenges #paper-list #companion-website #static-site #artificial-intelligence #dialogue-systems #instruction-following #large-language-models #llm #llms #multi-turn

── GITHUB TOPICS ──

artificial-intelligence dialogue-systems instruction-following large-language-models llm llms multi-turn survey

── FILE BREAKDOWN ──

Files by Type (count)

HTML

7

JavaScript

4

Other (no ext)

2

Markdown

2

Git Ignore

1

Other (.wav)

1

CSS

1

JSON

1

Other (.pdf)

1

Other (.png)

1

Python

1

Files by Type (size)

Other (.wav)

72MB

Other (.png)

1MB

Other (.pdf)

362KB

Markdown

100KB

HTML

95KB

JavaScript

47KB

JSON

35KB

CSS

25KB

Python

17KB

Other (no ext)

1KB

Git Ignore

9B

── KEY FINDINGS: REUSABLE CODE ──

The LLM identified 1 files worth highlighting for reuse:

A self-contained, searchable and filterable table component for displaying benchmark data. It includes HTML structure, CSS styling (via the site's CSS), and JavaScript logic for sorting, filtering, and rendering. The component is driven by a JSON data source and can be reused in other projects by providing a JSON file in the expected format.

file: docs/assets/js/benchmarks.js ↗ | tags: #web-component #data-table #searchable #filterable

── HISTORY ──

Last analyzed: 2026-08-10 12:09:01.565703

Next check: 2026-08-17 12:09:01.561101

thehardwarestore.ai

$ show yubol-bobo/Awesome-Multi-Turn-LLMs