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NLP4Prog

@Nlp4Prog

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The First Workshop on Natural Language Processing for Programming at ACL-IJCNLP 2021.

Joined December 2020
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@Nlp4Prog
NLP4Prog
4 years
Thank everyone for joining our NLP4Prog@ACL workshop! We have released the video recordings on the website ( https://t.co/52tH2QMNJt). Welcome any follow-up comments and discussions!
nlp4prog.github.io
# Program**Update Aug 18: Thank everyone for attending the NLP4Prog workshop! Our video recordings are [available here](https://urldefense.com/v3/__https://d...
@hhsun1
Huan Sun (Hiring Ph.D. students for Fall26)
4 years
Join us for the Workshop on Natural Language Processing for Programming @Nlp4Prog on Aug 6th (9AM-6PM ET) at #ACL2021NLP, featuring a stellar multi-disciplinary lineup of speakers from PL/NLP/HCI/Robotics. Check out the program here https://t.co/8dCRyUHCMt @osunlp
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@suki_2022
SUKI 2022
4 years
Hello World! Structured and Unstructured Knowledge Integration (SUKI) workshop at #NAACL2022 is welcoming submissions and shared task participations🙌! Papers due by April 8. Two shared tasks due by June 8 with cash awards🥰. Details are available 👉 https://t.co/i80MO8W8qp
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@taoyds
Tao Yu ✈️ NeurIPS 2025
4 years
UnifiedSKG ( https://t.co/niwOkqCCwQ) is one of the shared tasks at SUKI! We provide strong but simple unified sota code and models for 21 tasks that involve structured knowledge. Also, there is another interesting shared task FinQA on financial data! Participations welcome!👇
github.com
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models - xlang-ai/UnifiedSKG
@suki_2022
SUKI 2022
4 years
Hello World! Structured and Unstructured Knowledge Integration (SUKI) workshop at #NAACL2022 is welcoming submissions and shared task participations🙌! Papers due by April 8. Two shared tasks due by June 8 with cash awards🥰. Details are available 👉 https://t.co/i80MO8W8qp
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@taoyds
Tao Yu ✈️ NeurIPS 2025
4 years
📣UnifiedSKG: Lots of #NLProc researchers separately study tasks that link text to structured knowledge (Table/DB/KB..). We unify 21 such tasks into a Seq2Seq format with T5 to foster idea sharing&multitasking, performing very competitive! Paper&Code: https://t.co/SP4DGWCzm5 👇
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@tscholak
Torsten Scholak
4 years
the field of transfer learning according to @mlapata (adapted from @seb_ruder) as seen at @Nlp4Prog
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@tscholak
Torsten Scholak
4 years
. @RandomlyWalking is giving his invited talk on neural guided search and example driven program synthesis
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@ealhossa
Erfan Al-Hossami
4 years
Check out our work @Nlp4Prog "Shellcode_IA32: A Dataset for Automatic Shellcode Generation". This work contributes the first dataset [to our knowledge] for code generation in cybersecurity. The dataset contains assembly code annotated with NL intents.
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@RandomlyWalking
Charles Sutton
4 years
Yahav: Fundamental "theorem" of program synthesis: Synthesis is useful if cost of specification + cost of consuming result << cost of writing code yourself. #NLP4prog @yahave
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@SageSELab
SAGE Lab @ UCF 🌱
4 years
Wouldn’t it be great if an IDE commented your code for you?? Absolutely! But to get there we need to understand what types of errors current models for comment generation make. To learn more check out @JunayedMahmud10’s talk today @Nlp4Prog workshop! https://t.co/5lajsHGLRp
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nlp4prog.github.io
Co-located with ACL-IJCNLP 2021 (virtual) August 6, 2021  The proliferation of programming-related platforms such as GitHub and Stack Overflo...
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@Nlp4Prog
NLP4Prog
4 years
Workshop starts in 5 minutes!
@hhsun1
Huan Sun (Hiring Ph.D. students for Fall26)
4 years
Join us for the Workshop on Natural Language Processing for Programming @Nlp4Prog on Aug 6th (9AM-6PM ET) at #ACL2021NLP, featuring a stellar multi-disciplinary lineup of speakers from PL/NLP/HCI/Robotics. Check out the program here https://t.co/8dCRyUHCMt @osunlp
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@GOrlanski
Gabe Orlanski
4 years
Check out our @NLP4Prog Workshop Paper "Reading Stack Overflow Encourages Cheating" By myself and Alex Gittens during the 2nd poster session today during @aclmeeting In this work, we examine how adding full StackOverflow questions affect code generation
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@Nlp4Prog
NLP4Prog
4 years
Check out our amazing contributed talks👇and our ~30 spotlight presentations and posters. You can't miss them!
@gregd_nlp
Greg Durrett
4 years
NLP4Prog is tomorrow (Friday) at #ACL2021NLP ; program here: https://t.co/LteqnmcwaF Beyond the invited talks, let me highlight our four contributed talks that will appear there (purely based on my personal assessment, not an official workshop stance :) ). Thread 🧵
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@ruizhang_nlp
Rui Zhang
4 years
Check out our #ACL2021NLP Findings paper led by students Chang (@ChangshuNlp) and Yusen! We introduce an iterative training framework and an automatic metric for logic consistency text generation from SQL and logic forms. To present in the @Nlp4Prog workshop tomorrow.👇👇👇
@ChangshuNlp
Chang Shu 舒畅
4 years
In #ACL2021NLP Findings paper "Logic-Consistency Text Generation from Semantic Parses", we propose an iterative training framework, Snowball, for logic consistent NLG from semantic parses suffering data scarcity and an automatic metric, BLEC, to evaluate the logical consistency.
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@ChangshuNlp
Chang Shu 舒畅
4 years
Co-led by Chang Shu and Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu (@taoyds), Rui Zhang (@ruizhang_nlp). We will present in the @Nlp4Prog workshop. Paper: https://t.co/TLfLMpmEJK Video and Slides: https://t.co/o2xJeeQflt Code:
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github.com
Code for Findings of ACL 2021 paper: Logic-Consistency Text Generation from Semantic Parses - Ciaranshu/relogic
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@Nlp4Prog
NLP4Prog
4 years
Check out the exciting keynotes by .@yahave .@RandomlyWalking .@mlapata .@jhockenmaier .@percyliang .@StefanieTellex, Lin Tan, and @bradamyers. See you this Friday (ET)!
@hhsun1
Huan Sun (Hiring Ph.D. students for Fall26)
4 years
Join us for the Workshop on Natural Language Processing for Programming @Nlp4Prog on Aug 6th (9AM-6PM ET) at #ACL2021NLP, featuring a stellar multi-disciplinary lineup of speakers from PL/NLP/HCI/Robotics. Check out the program here https://t.co/8dCRyUHCMt @osunlp
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@tomekkorbak
Tomek Korbak
4 years
We try in our new paper "Energy-Based Models for Code Generation under Compilability Constraints" with @hadyelsahar, @germank and Marc Dymetman accepted for @aclmeeting @Nlp4Prog workshop.
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@ben_bogin
Ben Bogin
4 years
8/ The paper will be presented at the upcoming @Nlp4Prog Workshop @ ACL2021
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@ben_bogin
Ben Bogin
4 years
Can Text-to-SQL models generalize to complex, real-world SQL queries? Not yet, it seems! Check out SEDE, a new dataset with over 12,000 pairs of SQL queries and their description, based on naturally-occurring usage of real users with the Stack Exchange data!
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@rtsarfaty
Reut Tsarfaty
4 years
Meet the Hexagons! An online game to unleash your creativity 🌸 But also: A profound way to investigate the processing and grounding of *abstraction* expressed in natural language #NLProc @Nlp4Prog w/ Royi Lachmi, @valentina__py Excited to share! https://t.co/l8a2iCMyVj
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arxiv.org
Abstraction is a core tenet of human cognition and communication. When composing natural language instructions, humans naturally evoke abstraction to convey complex procedures in an efficient and...
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@Nlp4Prog
NLP4Prog
5 years
Deadline extended to *May 3*. Please see https://t.co/VbKcQnQNJl for updates on submission guidelines. We look forward to seeing your work🙌🥳 w/ Royi Lachmy,@ZiyuYao @gregd_nlp, Milos Gligoric, @jessyjli @BoredRayMooney @gneubig @yusuOSU @hhsun1 @rtsarfaty
@Nlp4Prog
NLP4Prog
5 years
Interested in using natural language processing💬 to assist computer programming💻? Consider submit to our workshop on NLP for Programming (NLP4Prog) at @aclmeeting 2021! 🤩🤩🤩Call for paper at https://t.co/FjwC3VRkJi Deadline: April 26, 2021🗓️
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