Top Tweets for #Compositionality
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and E...
Seyed Amir Kasaei, Ali Aghayari, Arash Marioriyad et al..
Action editor: Lu Jiang.
https://t.co/j9JwF3FXGX
#reward #compositionality #exploration
Work I contributed to with Peter Xingyu Zhao and Darsh Sharma, led by @Yiqiao_Zhong.
#MachineLearning #AIResearch #LearningDynamics
#Interpretability #MechanisticInterpretability
#Compositionality #Reasoning
#Robustness #OutOfDistribution
Stacked proof systems enable arbitrarily complex validation within practical computation bounds. 🔄���️ #Compositionality #VerificationRecursion #ProofEfficiency
Stacked proof systems enable arbitrarily complex validation within practical computation bounds. 🔄🛡️ #Compositionality #VerificationRecursion #ProofEfficiency
📢 Call for Papers Special Issue of 'The #Logical #LinguisticLegacy of #MontagueGrammar' edited by Glyn Morrill (@la_UPC)
Find out more: https://t.co/9YPqxLCYId
#compositionality #intensionallogic
#lambdacalculus
#logical #categorialgrammar
#logicalsyntax and #semantics
@pablito showed that syntactic representations follow a Polar Coordinate system, i.e. an interpretable basis to theorize the neural bases of #compositionality and #binding.
📄https://t.co/wdRrginoxp
📄https://t.co/T4uYHscIvY
🧵https://t.co/5E0J5QNf8s
🧵https://t.co/3HuMcIBbzU
🎉 Excited to share our new paper: "A polar coordinate system represents syntax in large language models" accepted at #NeurIPS2024.
Joint work with @stephanedascoli Emmanuel Chemla @lakretz and @JeanRemiKing.
Check out the thread below for all the details! 🧵
Bonobos use structured “sentences” made of combined calls.
#BonoboLanguage #AnimalCommunication #Compositionality #PrimateIntelligence #LanguageEvolution #BonoboCalls #HumanOrigins #AnimalCognition #WildBonobos #alchetron #viral
Read more about Bonobo : https://t.co/zXDDpVYUAq
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
https://t.co/QAYuFkveIL
#reward #compositionality #exploration
Why is compositional generalization still such a hard problem for LLMs?
Compositionality requires mapping between two distinct representational spaces — often syntax and semantics.
But…
1/
#MetaAI #AIresearch #Compositionality
Circuit Explained: How Does a Transformer Perform Compositional Generalization
https://t.co/YVHFt14ngx
#neural #compositional #compositionality
7. "Together, the two studies on #bonobos and #chimpanzees suggest that our common ancestor with these apes also possessed #compositionality, the researchers argue."
3. "For decades, scientists found no clear sign of #compositionality in other species. But a few years ago Dr. Townsend and his colleagues discovered a hint of it in #chimpanzees."
#Compositionality - the ability to compose or decompose a whole into parts that can be reused. This reuse lets them generalize acquired knowledge to new tasks and situations - like children learning how to combine words to explain things
#Compositionality - birth of compositionality, featuring an ethereal energy field shaping interconnected symbols and fractal
#Compositionality - birth of compositionality, featuring a cosmic nebula forming intricate patterns.
#Compositionality and emergence of structured patterns from chaos
Understanding Compositionality in Data Embeddings
https://t.co/bwEY0gs4tM
#embeddings #compositionality #attributes
A Survey on Compositional Learning of AI Models: Theoretical and Experimental Practices
Sania Sinha, Tanawan Premsri, Parisa Kordjamshidi.
Action editor: Yonatan Bisk.
https://t.co/jp2bvvllVa
#compositionality #compositional #ai
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