A hand currated list of recent (and not so recent) Natural Language Processing papers.
- Shaping the Narrative Arc: An Information-Theoretic Approach to Collaborative Dialogue
- Researcher(s): Kory W. Mathewson, Pablo Samuel Castro, Colin Cherry, George Foster, and Marc G. Bellemare
- Institution: N/A
- Year: 2019
- Project Homepage: N/A
- A Simple but Tough-to-Beat Baseline for Sentence Embeddings
- Researcher(s): Sanjeev Arora, Yingyu Liang, and Tengyu Ma
- Institution: Princeton University
- Year: 2017
- Project Homepage: http://www.offconvex.org/2016/02/14/word-embeddings-2/
- The Emotional Arcs of Stories are Dominated by Six Basic Shapes
- Researcher(s): Andrew J. Reagan, Lewis Mitchell, Dilan Kiley, Christopher M. Danforth, and Peter Sheridan Dodds
- Institution: The University of Vermont
- Year: 2016
- Project Homepage: https://hedonometer.org/index.html
- A Novel System for Generating Simple Sentences from Complex and Compound Sentences
- Researcher(s): Bidyet Das, Mukta Majumder, Santanu Phadikar
- Institution: Halida Institue of Technology
- Year: 2018
- Project Homepage: N/A
- Language Models are Few-Shot Learners
- Researcher(s): Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-VossGretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, Dario Amode
- Institution: OpenAI
- Year: 2020
- Project Homepage: https://github.com/openai/gpt-3