Richard Socher
Founder & CEO, You.com | Former Chief Scientist, Salesforce | NLP Pioneer
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Richard Socher. Every entry undergoes editorial source verification.
You.com Multimodal Conversational Search Engine & Real-Time Web RAG
Engineered one of the first production conversational search engines combining real-time web crawling, zero-click answer synthesis, source URL grounding citations, and interactive code execution in a single chat interface.
Real-time web retrieval latency introduces latency overhead compared to static in-memory parametric generation.
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Introduced Recursive Neural Tensor Networks (RNTN) and the Stanford Sentiment Treebank, establishing how compositional semantic representations can be computed over grammatical parse trees to capture negation and complex sarcasm.
Tree-structured recursive models require syntactic parse trees as inputs, creating parsing error propagation bottlenecks.