NLP & Speech
Researchers from the department presented work that covers language models, summarization, social media, code-switching, and sentiment analysis.
Columbia University is the first academic institution to partner with Richtech Robotics Inc. in its Richtech Accelerator Program, an initiative to advance localized AI and robotics research at U.S. universities.
Influential computer scientist Kathy McKeown heads up two multi-million dollar grants—one to analyze cross-cultural norms and another to better understand grief in the Black community.
About
The Speech and Natural Language Processing groups do fundamental work in language understanding and generation with applications to a wide variety of topics, including summarization, argumentation, persuasion, sentiment, detecting deceptive, emotional and charismatic speech, text-to-speech synthesis, analysis of social media to detect mental illness, abusive language, and radicalization.
The groups collaborate closely on many research projects with each other, with language faculty in other universities, and with Columbia faculty in other disciplines. They also mentor a very large number of master’s and undergraduate research project students who participate in their research each semester. They have regular talks for faculty, students, and the larger New York area community.
Spoken Language Processing Group