#llm4code zoekresultaten

All LLMs including GPT-4o achieve < 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark: - Repository-level context - Whole function generation - Validation with test cases - 980 instances from 11 Python projects #LLM #LLM4Code

Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code

Introducing Nova, a series of foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

🎉 Excited to announce that our paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" has won the Distinguished Paper Award at #CCS2024! I'll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code
danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

🚀 We’re hiring PhD Applied Scientist Interns (Summer 2026) to work on automated kernel optimization, leveraging reinforcement learning, multi-agent systems, and more! 💡 Apply here: amazon.jobs/en/jobs/305100… 📧 Send your resume to [email protected] #LLMs #LLM4Code #Internship


Very excited to share the 1st @llm4code workshop has attracted 170+ registrations! If you’re at @ICSEconf and interested in LLMs, pls join us on April 20, we have 24 presentations and two keynotes on Code Llama (@b_roziere) and StarCoder2 (@LoubnaBenAllal1)! #icse24 #llm4code

LingmingZhang's tweet image. Very excited to share the 1st @llm4code workshop has attracted 170+ registrations! 

If you’re at @ICSEconf and interested in LLMs, pls join us on April 20, we have 24 presentations and two keynotes on Code Llama (@b_roziere) and StarCoder2 (@LoubnaBenAllal1)! #icse24 #llm4code

ECE 🎓 | Into MERN, Web & AI — can’t stop building and experimenting 😄 Just done with a CodePen challenge <Link {LINK ="codepen.io/rama-alapati/p…" } />(CO DEV (SOME LLM) 💡) — great meeting you, DM anytime! #LetsExplore #WebDevelopment #LLM4Code

ramaalapati1709's tweet image. ECE 🎓 | Into MERN, Web &amp;amp; AI — can’t stop building and experimenting 😄
Just done with a CodePen challenge &amp;lt;Link {LINK =&quot;codepen.io/rama-alapati/p…&quot; } /&amp;gt;(CO DEV (SOME LLM) 💡) — great meeting you, DM anytime! #LetsExplore #WebDevelopment #LLM4Code

Curious about how tests can guide the entire code generation process, not just validate it afterward? 🚀 Check out TENET, our test-driven LLM agent for repository-level code generation! 🔗 Paper Link: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration

huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration

Access the latest LLMs from one place. With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key. Build smarter. Scale faster. 👉 kognie.com/api #LLMs #LLM4Code #developersarmy #MLOps #DeveloperCommunity

Kognie_AI's tweet image. Access the latest LLMs from one place.
With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key.

Build smarter. Scale faster.
👉 kognie.com/api
#LLMs  #LLM4Code #developersarmy  #MLOps #DeveloperCommunity

Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)! #LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security

Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security

We introduce CodeARC, a new benchmark for evaluating LLMs’ inductive reasoning. Agents must synthesize functions from I/O examples—no natural language, just reasoning. 📄 arxiv.org/pdf/2503.23145 💻 github.com/Anjiang-Wei/Co… 🌐 anjiang-wei.github.io/CodeARC-Websit… #LLM #Reasoning #LLM4Code #ARC

anjiangw's tweet image. We introduce CodeARC, a new benchmark for evaluating LLMs’ inductive reasoning. Agents must synthesize functions from I/O examples—no natural language, just reasoning.
📄 arxiv.org/pdf/2503.23145
💻 github.com/Anjiang-Wei/Co…
🌐 anjiang-wei.github.io/CodeARC-Websit…
#LLM #Reasoning #LLM4Code #ARC

@katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”! Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications! @ConfForge

MalihehIzadi's tweet image. @katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”!

Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications!
@ConfForge

Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo! Big thanks to Prof. Ahmed Hassan, Jack Jiang & Kamei Yasutaka for organizing this incredible event

MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event

Wanna generate webpages automatically? Meet🧇WAFFLE: multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention & contrastive learning. arxiv.org/abs/2410.18362 #LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian

Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian
Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian
Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian

Announcing the 3rd workshop on #LLM4Code, co-located with @ICSEconf 2026 in Rio de Janeiro, Brazil 🇧🇷! 🎯We are calling for submissions: 🌟Website: llm4code.github.io 🌟Deadline: Oct 20, 2025 🌟8-page research paper / 4-page position paper (including references) Our…


GPT 4.5 ranks only 10th for realistic complex coding tasks from GitHub repositories lt-asset.github.io/REPOCOD/#lite RepoCod tasks are - General code generation tasks, and  - complex tasks: longest average canonical solution length (331.6 tokens) x.com/lin0tan/status… #LLM4Code

Lin0Tan's tweet image. GPT 4.5 ranks only 10th for realistic complex coding tasks from GitHub repositories lt-asset.github.io/REPOCOD/#lite 

RepoCod tasks are
- General code generation tasks, and 
- complex tasks: longest average canonical solution length (331.6 tokens)

x.com/lin0tan/status…

#LLM4Code

Can #LLMs replace developers? Introducing RepoCod-Lite 🐟 for faster evaluation to answer this: 200 of the toughest #RepoCod #code-generation tasks: - GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks - Leaderboard lt-asset.github.io/REPOCOD/ - 67…

Lin0Tan's tweet image. Can #LLMs replace developers? Introducing RepoCod-Lite 🐟 for faster evaluation to answer this: 200 of the toughest #RepoCod #code-generation tasks:
- GPT-4o and other LLMs have &amp;lt; 10% accuracy/pass@1 on RepoCod-Lite tasks
- Leaderboard lt-asset.github.io/REPOCOD/
- 67…


Excited to be at #ICSE2025 in #Ottawa! Join me for our talk: "Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers" on 📅 Thursday, May 1st, at 2pm in📌 Room 207. Looking forward to discussing more about this fascinating topic! #LLM4Code #AI

YerbaShi's tweet image. Excited to be at #ICSE2025 in #Ottawa!

Join me for our talk: &quot;Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers&quot; on 📅 Thursday, May 1st, at 2pm in📌 Room 207.

Looking forward to discussing more about this fascinating topic! #LLM4Code #AI

🚨 Preprint Alert: Empirical study of the perception and usage of LLMs in an academic software engineering project. Accepted at #LLM4Code workshop co-located with #ICSE 2024. Provides insights into the role of LLMs for SE in an academic setting. arxiv.org/abs/2401.16186

rshariffdeen's tweet image. 🚨 Preprint Alert: Empirical study of the perception and usage of LLMs in an academic software engineering project.  Accepted at #LLM4Code workshop co-located with #ICSE 2024. Provides  insights into the role of LLMs for SE in an academic setting. arxiv.org/abs/2401.16186

🚀 We’re hiring PhD Applied Scientist Interns (Summer 2026) to work on automated kernel optimization, leveraging reinforcement learning, multi-agent systems, and more! 💡 Apply here: amazon.jobs/en/jobs/305100… 📧 Send your resume to [email protected] #LLMs #LLM4Code #Internship


llm-use is an open-source LLM agent orchestrator that picks the best model for your specific problem, manages context, token limits, and routing. It helps humans solve complex problems efficiently. Check it out: github.com/llm-use/llm-us… #LLMs #LLM4Code


AI world is getting better and better and better … #LLMs #LLM4Code

We've raised $100M from Kleiner Perkins, Index Ventures, Lightspeed, and NVIDIA. Today we're introducing Sonic-3 - the state-of-the-art model for realtime conversation. What makes Sonic-3 great: - Breakthrough naturalness - laughter and full emotional range - Lightning fast -…



Stanford just did something wild. They put their entire graduate-level AI course on YouTube. No paywall, no signup. It’s the exact curriculum Stanford charges $7,570 for ❱❱❱❱ watch free now

HeyNina101's tweet image. Stanford just did something wild. They put their entire graduate-level AI course on YouTube. No paywall, no signup. It’s the exact curriculum Stanford charges $7,570 for ❱❱❱❱ watch free now


Access the latest LLMs from one place. With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key. Build smarter. Scale faster. 👉 kognie.com/api #LLMs #LLM4Code #developersarmy #MLOps #DeveloperCommunity

Kognie_AI's tweet image. Access the latest LLMs from one place.
With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key.

Build smarter. Scale faster.
👉 kognie.com/api
#LLMs  #LLM4Code #developersarmy  #MLOps #DeveloperCommunity

AI can ship your MVP. But it can’t design your architecture. Fundamentals are the new 10x skill. 💥 #LLMs #LLM4Code


Anthropic's Skills for Claude, which are conceptually very simple, may become a bigger deal than MCP, whose high token usage is its most significant limitation. simonwillison.net/2025/Oct/16/cl… #Claude #MCP #LLM4Code


To all my fellow devs and nerds. If you were to choose a single model to subscribe to for complex dev related work. Which one would you pick? I am torn between Anthropic and Grok4. #LLM4Code #DeveloperCommunity


Introducing Nova, a series of foundation models for binary/assembly code. We have also released fine-tuned models for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.
Lin0Tan's tweet image. Introducing Nova, a series of foundation models for binary/assembly code. 
We have also released fine-tuned models  for binary code decompilation. #LLM #LLM4Code #BinaryAnalysis #Security @NanJiang719, Chengxiao Wang, Kevin Liu, @XiangzheX, Xiangyu Zhang, Petr Babkin.

All LLMs including GPT-4o achieve < 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark: - Repository-level context - Whole function generation - Validation with test cases - 980 instances from 11 Python projects #LLM #LLM4Code

Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code
Lin0Tan's tweet image. All LLMs including GPT-4o achieve &amp;lt; 30% pass@1 on real-world code completion: Check out 🐟REPOCOD, a real-world code generation benchmark:
- Repository-level context
- Whole function generation
- Validation with test cases
- 980 instances from 11 Python projects
#LLM #LLM4Code

Very excited to share the 1st @llm4code workshop has attracted 170+ registrations! If you’re at @ICSEconf and interested in LLMs, pls join us on April 20, we have 24 presentations and two keynotes on Code Llama (@b_roziere) and StarCoder2 (@LoubnaBenAllal1)! #icse24 #llm4code

LingmingZhang's tweet image. Very excited to share the 1st @llm4code workshop has attracted 170+ registrations! 

If you’re at @ICSEconf and interested in LLMs, pls join us on April 20, we have 24 presentations and two keynotes on Code Llama (@b_roziere) and StarCoder2 (@LoubnaBenAllal1)! #icse24 #llm4code

Curious about how tests can guide the entire code generation process, not just validate it afterward? 🚀 Check out TENET, our test-driven LLM agent for repository-level code generation! 🔗 Paper Link: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration

huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration

We introduce CodeARC, a new benchmark for evaluating LLMs’ inductive reasoning. Agents must synthesize functions from I/O examples—no natural language, just reasoning. 📄 arxiv.org/pdf/2503.23145 💻 github.com/Anjiang-Wei/Co… 🌐 anjiang-wei.github.io/CodeARC-Websit… #LLM #Reasoning #LLM4Code #ARC

anjiangw's tweet image. We introduce CodeARC, a new benchmark for evaluating LLMs’ inductive reasoning. Agents must synthesize functions from I/O examples—no natural language, just reasoning.
📄 arxiv.org/pdf/2503.23145
💻 github.com/Anjiang-Wei/Co…
🌐 anjiang-wei.github.io/CodeARC-Websit…
#LLM #Reasoning #LLM4Code #ARC

Wanna generate webpages automatically? Meet🧇WAFFLE: multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention & contrastive learning. arxiv.org/abs/2410.18362 #LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian

Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian
Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian
Lin0Tan's tweet image. Wanna generate webpages automatically? Meet🧇WAFFLE:  multimodal #LLMs for generating HTML from UI images! It uses structure-aware attention &amp;amp; contrastive learning. arxiv.org/abs/2410.18362
#LLM4Code #MLLM #FrontendDev #WebDev @LiangShanchao @NanJiang719 Shangshu Qian

Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)! #LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security

Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security
Lin0Tan's tweet image. Two of our papers have been accepted to the #ACL2025 main conference! Try our code generation benchmark 🐟RepoCod (lt-asset.github.io/REPOCOD/) and website generation tool 🧇WAFFLE (github.com/lt-asset/Waffle)!
#LLM4Code #MLLM #FrontendDev #WebDev #LLM #CodeGeneration #Security

Access the latest LLMs from one place. With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key. Build smarter. Scale faster. 👉 kognie.com/api #LLMs #LLM4Code #developersarmy #MLOps #DeveloperCommunity

Kognie_AI's tweet image. Access the latest LLMs from one place.
With the Kognie API, you can connect to GPT-5, Claude 4.5, Nano Banana, Flux Kontext, and more all with a single API key.

Build smarter. Scale faster.
👉 kognie.com/api
#LLMs  #LLM4Code #developersarmy  #MLOps #DeveloperCommunity

If you missed the fantastic keynotes on #CodeLlama and #Starcoder2 from their initiators and core contributors @b_roziere and @LoubnaBenAllal1, you can still check out the slides tinyurl.com/llm4code24 Hope to see your submissions to the 2nd @LLM4Code workshop. #LLM4code #llm

Lin0Tan's tweet image. If you missed the fantastic keynotes on #CodeLlama and #Starcoder2 from their initiators and core contributors @b_roziere and @LoubnaBenAllal1, you can still check out the slides tinyurl.com/llm4code24 Hope to see your submissions to the 2nd @LLM4Code workshop. #LLM4code #llm
Lin0Tan's tweet image. If you missed the fantastic keynotes on #CodeLlama and #Starcoder2 from their initiators and core contributors @b_roziere and @LoubnaBenAllal1, you can still check out the slides tinyurl.com/llm4code24 Hope to see your submissions to the 2nd @LLM4Code workshop. #LLM4code #llm
Lin0Tan's tweet image. If you missed the fantastic keynotes on #CodeLlama and #Starcoder2 from their initiators and core contributors @b_roziere and @LoubnaBenAllal1, you can still check out the slides tinyurl.com/llm4code24 Hope to see your submissions to the 2nd @LLM4Code workshop. #LLM4code #llm
Lin0Tan's tweet image. If you missed the fantastic keynotes on #CodeLlama and #Starcoder2 from their initiators and core contributors @b_roziere and @LoubnaBenAllal1, you can still check out the slides tinyurl.com/llm4code24 Hope to see your submissions to the 2nd @LLM4Code workshop. #LLM4code #llm

We are welcoming submissions to #LLM4Code 2025 (deadline Nov 18) colocated with @ICSEconf! llm4code.github.io #LLM



GPT 4.5 ranks only 10th for realistic complex coding tasks from GitHub repositories lt-asset.github.io/REPOCOD/#lite RepoCod tasks are - General code generation tasks, and  - complex tasks: longest average canonical solution length (331.6 tokens) x.com/lin0tan/status… #LLM4Code

Lin0Tan's tweet image. GPT 4.5 ranks only 10th for realistic complex coding tasks from GitHub repositories lt-asset.github.io/REPOCOD/#lite 

RepoCod tasks are
- General code generation tasks, and 
- complex tasks: longest average canonical solution length (331.6 tokens)

x.com/lin0tan/status…

#LLM4Code

Can #LLMs replace developers? Introducing RepoCod-Lite 🐟 for faster evaluation to answer this: 200 of the toughest #RepoCod #code-generation tasks: - GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks - Leaderboard lt-asset.github.io/REPOCOD/ - 67…

Lin0Tan's tweet image. Can #LLMs replace developers? Introducing RepoCod-Lite 🐟 for faster evaluation to answer this: 200 of the toughest #RepoCod #code-generation tasks:
- GPT-4o and other LLMs have &amp;lt; 10% accuracy/pass@1 on RepoCod-Lite tasks
- Leaderboard lt-asset.github.io/REPOCOD/
- 67…


🎉 Excited to announce that our paper "ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries" has won the Distinguished Paper Award at #CCS2024! I'll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code
danning_x's tweet image. 🎉 Excited to announce that our paper &quot;ReSym: Harnessing LLMs to Recover Variable and Data Structure Symbols from Stripped Binaries&quot; has won the Distinguished Paper Award at #CCS2024! I&apos;ll present tomorrow afternoon in 9-4 session at @acm_ccs. Hope to see you! #LLM #LLM4Code

ECE 🎓 | Into MERN, Web & AI — can’t stop building and experimenting 😄 Just done with a CodePen challenge <Link {LINK ="codepen.io/rama-alapati/p…" } />(CO DEV (SOME LLM) 💡) — great meeting you, DM anytime! #LetsExplore #WebDevelopment #LLM4Code

ramaalapati1709's tweet image. ECE 🎓 | Into MERN, Web &amp;amp; AI — can’t stop building and experimenting 😄
Just done with a CodePen challenge &amp;lt;Link {LINK =&quot;codepen.io/rama-alapati/p…&quot; } /&amp;gt;(CO DEV (SOME LLM) 💡) — great meeting you, DM anytime! #LetsExplore #WebDevelopment #LLM4Code

In the Agentic AI era, tests are the new specs! 🚀Check out our TENET work on code generation, Pass@1: 69.08% (RepoCod), 81.77% (RepoEval), with +9.5% & +2.2% over top agentic baselines. Paper: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration @PurdueCS @cerias

Lin0Tan's tweet image. In the Agentic AI era, tests are the new specs! 🚀Check out our TENET work on code generation, Pass@1: 69.08% (RepoCod), 81.77% (RepoEval), with +9.5% &amp;amp; +2.2% over top agentic baselines.
Paper: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration @PurdueCS @cerias

Curious about how tests can guide the entire code generation process, not just validate it afterward? 🚀 Check out TENET, our test-driven LLM agent for repository-level code generation! 🔗 Paper Link: arxiv.org/abs/2509.24148 #LLMs #Agents #LLM4Code #CodeGeneration

huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration
huyiran1007's tweet image. Curious about how tests can guide the entire code generation process, not just validate it afterward?
🚀 Check out TENET, our test-driven LLM agent for repository-level code generation!
🔗 Paper Link: arxiv.org/abs/2509.24148
#LLMs #Agents #LLM4Code #CodeGeneration


@katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”! Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications! @ConfForge

MalihehIzadi's tweet image. @katzy_jonathan presenting our #FORGE24 paper on “An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets”!

Talk to him if U are interested in the data used for training a wide range of #llm4code and their implications!
@ConfForge

Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar & gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo! Big thanks to Prof. Ahmed Hassan, Jack Jiang & Kamei Yasutaka for organizing this incredible event

MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event
MalihehIzadi's tweet image. Last week, I enjoyed a visit to Japan, where I participated in the FM+SE #Shonan seminar &amp;amp; gave a talk about our #LLM4Code studies in @AISE_TUDelft at the FM+SE Summit 2024 Tokyo!

Big thanks to Prof. Ahmed Hassan, Jack Jiang &amp;amp;  Kamei Yasutaka for organizing this incredible event

@aalkaswan1 presenting our recent @ICSEconf work with @avandeursen on “Traces of Memorisation in Large Language Models for Code” in the final ICSE session on language models and code generation! @AISE_TUDelft @serg_delft #llm #llm4code #ICSE2024

MalihehIzadi's tweet image. @aalkaswan1 presenting our recent @ICSEconf work with @avandeursen on “Traces of Memorisation in Large Language Models for Code” in the final ICSE session on language models and code generation!

@AISE_TUDelft @serg_delft 
#llm #llm4code #ICSE2024

Excited to be at #ICSE2025 in #Ottawa! Join me for our talk: "Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers" on 📅 Thursday, May 1st, at 2pm in📌 Room 207. Looking forward to discussing more about this fascinating topic! #LLM4Code #AI

YerbaShi's tweet image. Excited to be at #ICSE2025 in #Ottawa!

Join me for our talk: &quot;Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers&quot; on 📅 Thursday, May 1st, at 2pm in📌 Room 207.

Looking forward to discussing more about this fascinating topic! #LLM4Code #AI

🚨 Preprint Alert: Empirical study of the perception and usage of LLMs in an academic software engineering project. Accepted at #LLM4Code workshop co-located with #ICSE 2024. Provides insights into the role of LLMs for SE in an academic setting. arxiv.org/abs/2401.16186

rshariffdeen's tweet image. 🚨 Preprint Alert: Empirical study of the perception and usage of LLMs in an academic software engineering project.  Accepted at #LLM4Code workshop co-located with #ICSE 2024. Provides  insights into the role of LLMs for SE in an academic setting. arxiv.org/abs/2401.16186

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