DGL (Deep Graph Library) - Clean and efficient library to build graph neural networks including GCN, TreeLSTM and graph generative models. Includes auto-batching and other tricks for speed. github.com/dmlc/dgl

Introducing Ragged Tensors! Take a deep dive into our newest tensor in this post by Laurence Moroney 🇮🇪 🏴󠁧󠁢󠁷󠁬󠁳󠁿. Read here ↓ bit.ly/2GdK0ZI

PyText: Industrial-strength open source NLP package from Facebook AI: develop NLP models on PyTorch and deploy through ONNX. Pre-trained models for text classification, sequence tagging, joint intent-slot... code.fb.com/ai-research/py…

The Coanda Effect youtu.be/vm65nzQKShI

Apologies to the civilized world for my use of Fahrenheit. Please be patient with us in America as we inch towards the metric system.

Yoshua Bengio, Geoffrey Hinton and Yann LeCun, the fathers of #DeepLearning, receive the 2018 #ACMTuringAward for conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing today. bit.ly/2HVJtdV

Chaos, what chaos? Watch how protestors in Hong Kong parted like the Red Sea for an ambulance.

Fantastic analogy from Geoffrey Hinton deconstructing the strange but popular school of thought that because deep learning isn't perfect the solution must be to combine it with symbolic AI.

🥳 Happy to share #ACL2021NLP news: One long paper and two findings accepted! Congrats to my awesome team IBM Research Sairam Gurajada Lucian Popa Prithviraj Sen, our amazing past interns Hang Jiang & Aparna Garimella, and great collaborators Pavan Kapanipathi Alex Gray, and many others

Finished my first ACL presentation "LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking" at #ACL2021 w/ Sairam Gurajada! ☀️ Paper: aclanthology.org/2021.acl-long.… Pre-recorded version: underline.io/lecture/25425-…

Wordle 209 4/6 🟨⬜⬜⬜⬜ 🟨⬜🟨🟨⬜ 🟨🟩⬜🟩🟩 🟩🟩🟩🟩🟩

We present MEGAnno, our flexible, exploratory, efficient, cost-effective, and seamless labeling framework for NLP researchers and practitioners. #NLProc #MachineLearning #data #AI #Researchtools #DataScientists megagon.ai/meganno_jupyte…

Looking for an internship? Apply at megagon.ai/jobs/internshi… #MachineLearning #NLProc #NLP #internship #phdlife

📢We're hiring a #SeniorResearchEngineer passionate about #NLP & #MachineLearning! Dive into groundbreaking projects and shape the future with us! If you’re a pro in NLP & #ML, apply now! 👇 #Hiring #Jointheteam #bigdata #AI #NLProc megagon.ai/jobs/research-…

🚀 We present WiTQA: A breakthrough dataset to optimize Retrieval Augmented Language Models-based systems for more accurate and efficient QA models. #AI #MachineLearning #NLP #LLMs NAACL HLT 2025 #RALM #NAACL2024 megagon.ai/retrieval-help… Seiji Maekawa Hayate Iso Sairam Gurajada Nikita Bhutani

📢Excited to bring the DAIS workshop to ICDE'25 (w/ sainyam galhotra @FarihaAnna Michael Cafarella Sairam Gurajada) The focus is on the emerging idea of compound AI systems with a specific emphasis on data discovery, interactions w/ data, architectures for #AgenticAI+#LLM, and evaluation.

Deadline approaching! Please submit your contributions to the Data-AI Systems (DAIS) workshop at the upcoming ICDE 2025 conference.

The perennial cry to “Save Earth" is odd. Planet Earth survives massive asteroid strikes -- it'll survive anything we throw at it. But Life on Earth will not.

I once taught an 8 am college class. So many grandparents died that semester. I then moved my class to 3 pm. No more deaths. And that, my friends, is how I save lives.

Great story of how an IIT engineer saved a man's life on a plane, using what he had studied in class! Hats off for his presence of mind& great sense of initiative: that isn't taught in class & came from within! amp.scroll.in/article/878195…