Fully-automated scripts for collecting AI-related papers

Last update: Dec 30, 2022

Related tags

Computer Vision AI-Paper-Collector

Overview

AI-Paper-Collector

Web demo: https://ai-paper-collector.vercel.app/ (recommended)

Colab notebook: here

Motivation

Fully-automated scripts for collecting AI-related papers. Support fuzzy and exact search for paper titles.

Search Categories

- [ACL 2019-2021] [EMNLP 2019-2021] [NAACL 2019-2021] [COLING 2020]
- [CVPR 2019-2021] [ECCV 2020] [ICCV2019] [ACMMM 2019-2021]
- [ICLR 2019-2022] [ICML 2019-2021] [AAAI 2019-2021] [IJCAI 2019-2021]
- [SIGIR 2019-2021] [KDD 2019-2021] [CIKM 2019-2021] [WSDM 2019-2022]
- [WWW 2019-2021] [ECIR 2019-2022] [NIPS 2019-2021] [ICASSP 2019-2021]
- [ISWC 2019-2021] [MLSys 2020-2022] [JMLR 2019-2022] [VLDB 2019-2021]
- [COLT 2019-2021] [AISTATS 2019-2021]

Installation

Current installation is to clone this repo.

git clone https://github.com/MLNLP-World/AI-Paper-Collector.git
cd AI-Paper-Collector
pip install -r requirements.txt

Usage(v0.1.0)

We provide three usage modes, the first is interactive (main.py), the second is command-line (cli_main.py) and the other is web interface (app.py). The interactive mode is recommended for the first time users.

Interactive Usage with Example

To start the interactive, type:

python main.py

Serveral steps to interactively search paper.

the keyword query
search mode (exact or fuzzy)
(fuzzy) threshold
the limit of results
a list of conferences, separated by comma
the file path of the output (top-5 for command preview, all results in this file)

E.g.

[+] Initializing System...
[+] Loading from cache...
[+] Enter your query: few-shot

[+] Select search mode:
	[1] Exact
	[2] Fuzzy
[+] Enter a number between 1 to 2: 2
[+] Enter threshold between 0 and 100 (default: 50):
[+] Enter limit >= 0 (default: None):
[+] Enter the list of confs separated by comma
	E.g. "ACL,CVPR" or "AAAI" or enter nothing for all confs
[+] Enter your list of conferences (default: All Confs): SIGIR,WSDM,CIKM

[+] Search Results:
[=] Only show Top-5, Please Save results to see all.
[1] [CIKM2021] REFORM: Error-Aware Few-Shot Knowledge Graph Completion.
[2] [CIKM2021] Boosting Few-shot Abstractive Summarization with Auxiliary Tasks.
[3] [CIKM2021] Multi-objective Few-shot Learning for Fair Classification.
[4] [CIKM2020] Graph Few-shot Learning with Attribute Matching.
[5] [CIKM2020] Few-shot Insider Threat Detection.

[+] Enter Save filename:
[+] Writing results to output/fuzzy_None_SIGIR_WSDM_CIKM_few-shot.txt
[+] Writing results Done!

Command-line Usage

For command-line usage, you can use the following commands:

# -q, --query:     the input query, and the content with multiple words should be wrapped in quotation marks
# -m, --mode:      the search mode: fuzzy or exact, default is exact
# -t, --threshold: the threshold for the fuzzy search, default is 50
# -l, --limit:     the limit num of the fuzzy search result, default is None
# -c, --conf:      the list of the conferences needs to search, default is all
# -o, --output:    the output file name, default is [mode]_[threshold]_[confs]_[query].txt
# -f, --force:     force to update the cache file incrementally
python cli_main.py --query QUERY \
    [--mode {fuzzy,exact}] \
    [--threshold THRESHOLD] [--limit LIMIT] [--conf CONF] \
    [--output OUTPUT] [--force]

E.g.

# Note that the input query must be enclosed in `""`, such as "few shot".
python cli_main.py -q "few shot" -m fuzzy -l 10 -t 10 -c AAAI,ACL -o results.txt

Web interface Usage

For web interface usage, you can use the following commands:

pip install -r requirements.txt
python app.py

Then open the following URL: http://localhost:5000

E.g.

How to add new conferences from DBLP

Automatically Updating via an issue-triggered workflow

If anyone wants to add a new list of conferences. please raise an issue following the format of this one. We will check and label it, then the workflow will run automatically. issue format

For users who clone the project to use

add new conferences by modifying the conf/dblp_conf.json file

[
    # add the name and dblp_url of the new conf
    {
        "name": "WWW2021",
        "url": "https://dblp.org/db/conf/www/www2021.html"
    },
    ...
]

run the script

# force to update the cache file incrementally
python cli_main.py --query '' --force

Disclaimer

Since the tool is in the development stage, we can not guarantee that the papers found will meet your needs. I hope for your understanding. In addition, all the results come from DBLP, ACL, NIPS, OpenReview, if this violates your copyright, you can contact us at any time, we will delete it as soon as possible, thank you:)

Organizers

Contributors

Thanks to the contributors:

Comments

[Add] AISTAT, VLDB, COLT

[ { 'name':'JMLR2022', 'url':'https://dblp.org/db/journals/jmlr/jmlr22.html', 'source': 'dblp', }, { 'name':'JMLR2021', 'url':'https://dblp.org/db/journals/jmlr/jmlr21.html', 'source': 'dblp', }, { 'name':'JMLR2020', 'url':'https://dblp.org/db/journals/jmlr/jmlr20.html', 'source': 'dblp', }, { 'name':'JMLR2019', 'url':'https://dblp.org/db/journals/jmlr/jmlr19.html', 'source': 'dblp' }, { 'name':'VLDB2019', 'url':'https://dblp.org/db/journals/pvldb/pvldb13.html', 'source': 'dblp', }, { 'name':'VLDB2020', 'url':'https://dblp.org/db/journals/pvldb/pvldb14.html', 'source': 'dblp', }, { 'name':'VLDB2021', 'url':'https://dblp.org/db/journals/pvldb/pvldb15.html', 'source': 'dblp', }, ]
require to update cache

opened by yinxiangshi 10
The schedule of required features
[x] Add code links and paper links @LightChen233

[x] The optimization of front-end (need more details) @beiyuouo

[x] search by sessions @SivilTaram

[x] search in the last search results @beiyuouo

[x] Refactor the current workflow @Doragd

[ ] fix: search ACL and return NAACL/ACL

[x] format: year, conf, ...

[x] provide the list of confs before search

[ ] multi-process crawl

Official Development
opened by Doragd 2
app方式完全用不了，什么时候能修复？
Question Add your question here app方式完全用不了，什么时候能修复？ Screenshots If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

OS: [e.g. Ubuntu]

Version [e.g. 0.1.7]

documentation
opened by wgfrhebnr 1

[BUG]

This error happens when you input list of conferences.

[+] Enter your list of conferences (default: All Confs): ACL,EMNLP,NAACL,COLING,ICLR,AAAI
Traceback (most recent call last):
  File "main.py", line 60, in <module>
    main()
  File "main.py", line 43, in main
    results = exec_search(indexes, candidates, query, mode, threshold, confs, limit)
  File "/cephfs/zhoutong/work/AI-Paper-Collector/searcher.py", line 179, in exec_search
    results = exact_search(indexes, query, confs)
  File "/cephfs/zhoutong/work/AI-Paper-Collector/searcher.py", line 86, in exact_search
    results = [item for item in indexes if query in item[1].lower()]
  File "/cephfs/zhoutong/work/AI-Paper-Collector/searcher.py", line 86, in <listcomp>
    results = [item for item in indexes if query in item[1].lower()]
AttributeError: 'dict' object has no attribute 'lower'

bug

opened by zhou6140919 1

[BUG] Search papers by author

Describe the bug 在 Advanced Setting - Specific Author 中搜索作者，会包含一些错误的结果，比如搜索“Ming Li”，除了正确的结果外，还会包含错误的结果如“Xiaoming Li”，“Xiaoming Liu” （名字是我瞎说的，仅作错误示意）

Expected behavior 希望只包含正确的结果，如果可以将搜索作者高亮显示就更好啦~💕
bug

opened by LingyvKong 1
[Add] MICCAI

[ { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-1.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-2.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-3.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-4.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-5.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-6.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-7.html', 'source':'dblp', }, { 'name':'MICCAI2022', 'url':'https://dblp.org/db/conf/miccai/miccai2022-8.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-1.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-2.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-3.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-4.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-5.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-6.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-7.html', 'source':'dblp', }, { 'name':'MICCAI2021', 'url':'https://dblp.org/db/conf/miccai/miccai2021-8.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-1.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-2.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-3.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-4.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-5.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-6.html', 'source':'dblp', }, { 'name':'MICCAI2020', 'url':'https://dblp.org/db/conf/miccai/miccai2020-7.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-1.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-2.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-3.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-4.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-5.html', 'source':'dblp', }, { 'name':'MICCAI2019', 'url':'https://dblp.org/db/conf/miccai/miccai2019-6.html', 'source':'dblp', }, ]
require to update cache

opened by Doragd 1
feat: add boolean search

The boolean query allows you to search exactly the key-words that you are interested in. Besides, it also helps to include the near-synonyms (like dialog, dialogue and conversation) and exclude the words that you are not interested in (like the second example).

opened by EricLee8 1
[Add] new confs

[ { 'name':'TIP2022', 'url':'https://dblp.org/db/journals/tip/tip31.html', 'source':'dblp', }, { 'name':'TIP2021', 'url':'https://dblp.org/db/journals/tip/tip30.html', 'source':'dblp', }, { 'name':'TIP2020', 'url':'https://dblp.org/db/journals/tip/tip29.html', 'source':'dblp', }, { 'name':'TPAMI2022', 'url':'https://dblp.org/db/journals/pami/pami44.html', 'source':'dblp', }, { 'name':'TPAMI2021', 'url':'https://dblp.org/db/journals/pami/pami43.html', 'source':'dblp', }, { 'name':'TPAMI2020', 'url':'https://dblp.org/db/journals/pami/pami42.html', 'source':'dblp', }, { 'name':'RecSys2021', 'url':'https://dblp.org/db/conf/recsys/recsys2021.html', 'source':'dblp', }, { 'name':'RecSys2020', 'url':'https://dblp.org/db/conf/recsys/recsys2020.html', 'source':'dblp', }, { 'name':'RecSys2019', 'url':'https://dblp.org/db/conf/recsys/recsys2019.html', 'source':'dblp', }, { 'name':'TKDE2022', 'url':'https://dblp.org/db/journals/tkde/tkde34.html', 'source':'dblp', }, { 'name':'TKDE2021', 'url':'https://dblp.org/db/journals/tkde/tkde33.html', 'source':'dblp', }, { 'name':'TKDE2020', 'url':'https://dblp.org/db/journals/tkde/tkde32.html', 'source':'dblp', }, { 'name':'TOIS2022', 'url':'https://dblp.org/db/journals/tois/tois40.html', 'source':'dblp', }, { 'name':'TOIS2021', 'url':'https://dblp.org/db/journals/tois/tois39.html', 'source':'dblp', }, { 'name':'TOIS2020', 'url':'https://dblp.org/db/journals/tois/tois38.html', 'source':'dblp', }, { 'name':'ICDM2021', 'url':'https://dblp.org/db/conf/icdm/icdm2021.html', 'source':'dblp', }, { 'name':'ICDM2020', 'url':'https://dblp.org/db/conf/icdm/icdm2020.html', 'source':'dblp', }, { 'name':'ICDM2019', 'url':'https://dblp.org/db/conf/icdm/icdm2019.html', 'source':'dblp', }, { 'name':'TASLP2022', 'url':'https://dblp.org/db/journals/taslp/taslp30.html', 'source':'dblp', }, { 'name':'TASLP2021', 'url':'https://dblp.org/db/journals/taslp/taslp29.html', 'source':'dblp', }, { 'name':'TASLP2020', 'url':'https://dblp.org/db/journals/taslp/taslp28.html', 'source':'dblp', }, ]
require to update cache

opened by Doragd 1
Boolean Search
Can you add boolean search function? Especially on the web demo page.

The Boolean Queries are like:

language AND generation AND pre-train

dialogue AND generation AND NOT (response AND selection)

toxic AND (dialogue OR conversation OR dialog)

enhancement
opened by EricLee8 1
[Add] Interspeech

[ { 'name':'Interspeech2020', 'url':'https://dblp.org/db/conf/interspeech/interspeech2020.html', 'source':'dblp', }, { 'name':'Interspeech2019', 'url':'https://dblp.org/db/conf/interspeech/interspeech2019.html', 'source':'dblp', }, ]
require to update cache

opened by ddlBoJack 1
[Add] AISTAT, COLT

[{"name":"COLT2021","url":"https://dblp.org/db/conf/colt/colt2021.html","source":"dblp"},{"name":"COLT2020","url":"https://dblp.org/db/conf/colt/colt2020.html","source":"dblp"},{"name":"COLT2019","url":"https://dblp.org/db/conf/colt/colt2019.html","source":"dblp"},{"name":"AISTATS2021","url":"https://dblp.org/db/conf/aistats/aistats2021.html","source":"dblp"},{"name":"AISTATS2020","url":"https://dblp.org/db/conf/aistats/aistats2020.html","source":"dblp"},{"name":"AISTATS2019","url":"https://dblp.org/db/conf/aistats/aistats2019.html","source":"dblp"}]
require to update cache

opened by yinxiangshi 1
[Feature] Web可以增加分页吗？目前版本有点卡
Is your feature request related to a problem? Please describe. A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]

所有检索结果都在1个页，导致页面数据过多，很卡，不能点击

勾选的会议，刷新后又是全选。得重新设置

Describe the solution you'd like A clear and concise description of what you want to happen.

增加分页功能，默认显示10条

在设置里可以设置单页显示多少条，或显示所有（即原版本）

记住勾选设置项，本地存储，刷新后保持。强刷页面才刷掉cache

enhancement
opened by shliujing 3
[BUG]AttributeError: 'dict' object has no attribute 'lower'

Traceback (most recent call last): File "main.py", line 60, in main() File "main.py", line 43, in main results = exec_search(indexes, candidates, query, mode, threshold, confs, limit) File "/home/zhuzihao/AI-Paper-Collector/searcher.py", line 179, in exec_search results = exact_search(indexes, query, confs) File "/home/zhuzihao/AI-Paper-Collector/searcher.py", line 86, in exact_search results = [item for item in indexes if query in item[1].lower()] File "/home/zhuzihao/AI-Paper-Collector/searcher.py", line 86, in results = [item for item in indexes if query in item[1].lower()] AttributeError: 'dict' object has no attribute 'lower'
bug

opened by zihao-ai 1
[Feature] Suggestion: Besides the normal "search" tab, adding an "advanced search" tab

Sometimes the normal search results are too many. I suggest adding an "advanced search" tab. So I can use regular expression as the input to narrow down the search scope. Thanks!
enhancement

opened by canyuchen 3
[Feature] Suggestion: grouping the conferences into different fields

Hi, I suggest adding a feature to group the conferences into different fields like the csranking.org website. So it is more convenient to search papers in a specific field because we do not need to select every conference in the specific field for each search. Hope you could take this suggestion into consideration. Love this tool. Thanks!

https://csrankings.org/#/index?all&us
enhancement

opened by canyuchen 1
[Question]搜索的时候会出错怎么办

Question 本地和colab上执行都会出错，请问下这怎么解决呢

Screenshots

Traceback (most recent call last): File "main.py", line 60, in main() File "main.py", line 43, in main results = exec_search(indexes, candidates, query, mode, threshold, confs, limit) File "/content/AI-Paper-Collector/searcher.py", line 179, in exec_search results = exact_search(indexes, query, confs) File "/content/AI-Paper-Collector/searcher.py", line 86, in exact_search results = [item for item in indexes if query in item[1].lower()] File "/content/AI-Paper-Collector/searcher.py", line 86, in results = [item for item in indexes if query in item[1].lower()] AttributeError: 'dict' object has no attribute 'lower'
documentation

opened by cntommy 1

Owner

GitHub

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Fully-automated scripts for collecting AI-related papers

Related tags

Overview

AI-Paper-Collector

Motivation

Search Categories

Installation

Usage(v0.1.0)

Interactive Usage with Example

Command-line Usage

Web interface Usage

How to add new conferences from DBLP

Automatically Updating via an issue-triggered workflow

For users who clone the project to use

Disclaimer

Organizers

Contributors

Comments

Owner

A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized

Generate a list of papers with publicly available source code in the daily arxiv

Repository of conference publications and source code for first-/ second-authored papers published at NeurIPS, ICML, and ICLR.

A curated list of papers, code and resources pertaining to image composition

The papers published in top-tier AI conferences in recent years.

Automatically download multiple papers by keywords in CVPR

Web interface for browsing arXiv papers

Dirty, ugly, and hopefully useful OCR of Facebook Papers docs released by Gizmodo

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

Code related to "Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity" paper

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

A python scripts that uses 3 different feature extraction methods such as SIFT, SURF and ORB to find a book in a video clip and project trailer of a movie based on that book, on to it.

A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

The tl;dr on a few notable transformer/language model papers + other papers (alignment, memorization, etc).

arxiv-sanity, but very lite, simply providing the core value proposition of the ability to tag arxiv papers of interest and have the program recommend similar papers.

COVID-19 Related NLP Papers

A collection of research papers and software related to explainability in graph machine learning.