Interpretable Natural Language Processing (INLP) Workshop

[Anton Kolonin @ Gmail]

Interpretable Natural Language Processing (INLP) Workshop
June 21-24, 2022

https://aigents.github.io/inlp/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.

We have an open call for speakers to submit papers/presentations. The
workshop scope may include extended presentations based on papers
accepted for the main AGI-2022 conference and papers not accepted for
the main conference, as well as preprints on arXiv or other
publications/talk proposals submitted in alternative formats. The call
for presentations will be open till April 1, 2022 with author
notification by May 1.

https://aigents.github.io/inlp/2022/

#ai #nlp #xai #inlp #naturallanguageprocessing

--
-Anton Kolonin
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