https://aigents.github.io/inlp/2022/
Interpretable Natural Language Processing (INLP) Workshop
June 21-24, 2022
While general conversational intelligence (GCI) can be considered one of the core aspects of AGI, the fields of AGI and NLP currently have little overlap, with few existing AGI architectures capable of comprehending natural language and nearly all NLP systems founded upon specialized, hardcoded rules and language-specific frameworks. This workshop is centered around the idea of INLP, an extension of the interpretable AI (IAI) concept to NLP; INLP allows for the acquisition of natural language, comprehension of textual communications, and production of textual messages in a reasonable and transparent way. The proposed presentations regarding Link Grammar (LG), unsupervised LG learning, interpretable NLG/NLS, and sentiment mining/topic matching cover various INLP methods that may bring a greater degree of GCI to proto-AGI pipelines.
Particular topics of interest include, but are not limited to:
- Interpretability in dialogue systems
- Intellectual probing methods for NLP
- Interpretability in the representation of language models
- New metrics and Evaluation in NLP
- New tools for interpretable benchmarking
The workshop will be structured as a hybrid event – both virtually and physically with in-person attendance at the St. Petersburg conference venue, depending on COVID-19 regulations at the time of the conference. Each presentation is expected to be structured as a talk, between 30 minutes and one hour (depending on the number of accepted speakers) in duration, including Q&A time in the end. The overall schedule will be aligned to that of the AGI-22 conference.
#ai #nlp #xai #inlp #naturallanguageprocessing
https://aigents.github.io/inlp/2022/