Redefining academic research in the AI era

AI Academic Partner

What would you like to do?

Idea to paper. Take the first step.

More ideas

Explore research directions

Research the current state of 【research field】, analyze popular directions, and identify research questions worth exploring.

Find and organize literature

Find high-quality literature on 【research topic】 and organize it by research direction.

Read and interpret literature

Read 【literature title】, extract its key ideas, research methods, and key conclusions, and create detailed annotations.

Translate academic literature

Translate 【literature title】 into 【target language】 while preserving the accuracy of technical terms and the original structure.

Write a literature review

Review research on 【research field】, analyze its development, and draft a literature review.

Ask me anything...

Your partner at every research step

From choosing a topic and taking literature notes to drafting a paper, your AI partner moves the work forward autonomously. Connected to authoritative databases, expert academic Agents take your ideas all the way to submission.

Academic PartnerAutonomous ResearchEnd-to-End Workflow

AI LaTeX Editor

Toward Reliable NLP with Large Language Models

Saved to cloud

main.tex

1\documentclass[11pt]{article}2\usepackage{graphicx}3\usepackage{url}4\usepackage{xcolor}

5\title{Toward Reliable NLP with Large Language Models:6A Survey of Retrieval, Reasoning, Alignment, and Evaluation}7\author{Anonymous ACL submission}8 9\begin{document}10\maketitle11\begin{abstract}12We survey reliable language models across13retrieval, reasoning, alignment and evaluation.14\end{abstract}

15\section{Overview}

16Large language models have become a central paradigm in natural language processing, reshaping question answering, summarization and information extraction. Their effectiveness is constrained by hallucination, brittle reasoning and sensitivity to prompts.17 18We study retrieval, reasoning, alignment and evaluation under a shared experimental protocol. Baseline achieves 72.4 accuracy and 68.1 F1; Retrieval reaches 81.6 and 77.3; our method reaches 86.2 and 83.5. All systems use the same evaluation split.

19\section{Retrieval}20Retrieval supplies external evidence to the language model. We evaluate how the quality of retrieved passages affects answer consistency and the ability to attribute claims to supporting documents.21 22\section{Reasoning}23Reasoning decomposes complex tasks into intermediate steps. The evaluation distinguishes task completion from evidence quality and measures the stability of results across multiple runs.24 25\section{Alignment}26Alignment encourages models to follow instructions while preserving factual consistency. We analyze the interaction between preference optimization, retrieval and uncertainty estimation.27 28\section{Evaluation}29The experiments use a fixed data split and report averaged results. Supplementary analyses provide the complete protocol, ablations and representative examples for reproducibility.30 31\input{sections/experiments}32\input{sections/discussion}33\bibliographystyle{plain}34\bibliography{references}35\appendix36\input{sections/appendix}37\end{document}

Output

0/ 0

100%

Uncompiled

Not compiled yet

Click the compile button to generate PDF

Compile

Just ask. Let AI handle the LaTeX

No LaTeX syntax knowledge required. Expert Agents revise and polish papers, fix compilation bugs, create research figures, typeset documents and generate professional research slides. Edit LaTeX with a simple request and make academic writing easier.

LaTeX WritingConversational EditingSlide Generation

AI Literature Research

Search Literature

Search across a vast collection of authoritative literature

Upload Literature

Supports uploading .pdf files

Import from another library

Import from Zotero and Mendeley libraries

Library

3

2

Add Tag

Search

Lumenfield Notes: Evidence Trails in Small Agent Teams

I. Velorin Lumenfield Notes 2026

The Amber-Card Protocol: Prompt Recall in Toy Worlds

C. Orvellan Amber Studies 2026

Quiet Checkpoints for Pocket-Sized Planning Agents

E. Solvane Small Systems Notes 2026

Borrowed Clues: A Notebook Game for Agent Memory

D. Virello Lantern Lab Notes 2026

A Map of Missing Tiles: Comparing Two Toy Planners

P. Norevik Tilework Papers 2026

When the Signal Fades: Reading Confidence in Miniature Tasks

F. Avelmont Signalcraft Notes 2026

Find the right papers in a vast library

Access leading authoritative academic databases covering journals and conferences. Pinpoint relevant research and intelligently filter high-value papers, reducing unproductive searches so you can focus on what matters.

Trusted LiteraturePrecise SearchSmart Filtering

AI Knowledge Notes

COMING SOON

Redefining academicresearch in the AI era

An end-to-end research workspace with expert AI Agents.

AI Academic Partner

What would you like to do?

Explore research directions

Find and organize literature

Read and interpret literature

Translate academic literature

Write a literature review

Your partner at every research step

Every step visible and traceable

Professional papers you can trust

AI LaTeX Editor

Just ask. Let AI handle the LaTeX

Collaborate freely, track every change

Reliable tools, uninterrupted writing

AI Literature Research

Search Literature

Upload Literature

Import from another library

Lumenfield Notes: Evidence Trails in Small Agent Teams

The Amber-Card Protocol: Prompt Recall in Toy Worlds

Quiet Checkpoints for Pocket-Sized Planning Agents

Borrowed Clues: A Notebook Game for Agent Memory

A Map of Missing Tiles: Comparing Two Toy Planners

When the Signal Fades: Reading Confidence in Miniature Tasks

Find the right papers in a vast library

Understand, compare and research faster

Organize your research intelligently

AI Knowledge Notes

From evidence to ideas

Reading notes

Research questions

Methods & observations

Redefining academicresearch in the AI era

An end-to-end research workspace with expert AI Agents.

AI Academic Partner

What would you like to do?

Explore research directions

Find and organize literature

Read and interpret literature

Translate academic literature

Write a literature review

Your partner at every research step

AI LaTeX Editor

Just ask. Let AI handle the LaTeX

AI Literature Research

Search Literature

Upload Literature

Import from another library

Manage Tags

Find the right papers in a vast library

AI Knowledge Notes