EMNLP is one of the leading annual research conferences for language processing, and it's one place to see cutting-edge developments in AI. Jay attended EMNLP 2022 and took a camera to record his experience and some of the conversations he's had and people he met. If you've wanted a taste of attending an AI conference, this is a tiny look at what it looks like for at least one visitor.
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EMNLP 2022 took place over five days in Abu Dhabi, UAE. It featured 24 workshops and 828 papers. 2022.emnlp.org/
Proceedings: preview.aclanthology.org/emnl...
Workshops mentioned:
Generation, Evaluation & Metrics (GEM) Workshop
gem-benchmark.com/workshop
Massively Multilingual NLU 2022
mmnlu-22.github.io/
Blackbox NLP
blackboxnlp.github.io/2022/
Arabic Natural Language Processing Workshop (WANLP 2022)
sites.google.com/view/wanlp2022/
Posters:
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks
arxiv.org/abs/2210.16773
GENIE Evaluation Leaderboard: genie.apps.allenai.org/
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks arxiv.org/abs/2210.14712
Data-efficient playlist captioning with musical and linguistic knowledge cora.ucc.ie/bitstream/handle/...
Contents
0:00 Introduction
01:22 Q1: The most exciting NLP development in 2022
03:17 Q2: What NLP developments are you looking forward to in 2023
05:12 Q3: Name one underrated NLP Idea
09:25 Workshops: Generation, Evaluation & Metrics (GEM), Multilingual
10:31 Workshops: BlackboxNLP
14:38 Poster: Retrieval-augmented Transformer
17:42 Poster: GENIE evaluation leaderboard
18:23 Poster: Bloom library: multimodal datasets in 300+ languages
20:17 Poster: Music playlist captioning