58th Annual Meeting of the Association for Computational Linguistics

Країна: США

Місто: Washington

Тези до: 09.12.2019

Дати: 05.07.20 — 10.07.20

Область наук: Філологічні;

Е-мейл Оргкомітету: ACL2020ProgramChairs@gmail.com

Організатори: Association for Computational Linguistics (ACL)

 

The last few years have witnessed an unprecedented growth in NLP since the field began over sixty years ago. The availability of large amounts of data and computing resources have led to new models and representations and exciting results on many NLP benchmark tasks. SOTA systems have approached human performance on several benchmark tasks. As we embrace these new exciting results and advances, ACL 2020 is particularly interested in papers that can provide insights for the community to assess how much we have accomplished in developing a machine’s ability in understanding and generating human language and how far we are pushing the boundaries as a field given the long history of NLP research.

Potential submissions of interest include (but not limited to) position papers, empirical/theoretical papers that:

  • Reflect on the progress of the field or a sub-topic area from a larger spectrum and make connections and/or comparisons between the past and the present to provide a holistic view on where we stand today with respect to the past;
  • Examine, analyze, and interpret SOTA models and results to shed light on limitations as well as key advances that may have lasting impact;
  • Bring novel ideas for advancing the field, e.g., to enable and measure a machine’s ability in language processing beyond laboratory benchmarks;

We anticipate to have a special session for this theme at the conference and a best Thematic Paper Award in addition to the traditional Best Paper Awards.

Topics

ACL 2020 has the goal of a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas (in alphabetical order):

  • Cognitive Modeling and Psycholinguistics
  • Computational Social Science and Social Media
  • Dialogue and Interactive Systems
  • Discourse and Pragmatics
  • Ethics and NLP
  • Generation
  • Information Extraction
  • Information Retrieval and Text Mining
  • Interpretability and Analysis of Models for NLP
  • Language Grounding to Vision, Robotics and Beyond
  • Theory and Formalism in NLP (Linguistic and Mathematical)
  • Machine Learning for NLP
  • Machine Translation
  • NLP Applications
  • Phonology, Morphology and Word Segmentation
  • Resources and Evaluation
  • Semantics: Lexical
  • Semantics: Sentence Level
  • Semantics: Textual Inference and Other Areas of Semantics
  • Sentiment Analysis, Stylistic Analysis, and Argument Mining
  • Speech and Multimodality
  • Summarization
  • Syntax: Tagging, Chunking and Parsing
  • Question Answering

Веб-сторінка конференції: https://acl2020.org/

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