Publications

2019

NeurIPS, 2019

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EMNLP (short), 2019

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ACL, 2019

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ACL (demo), 2019

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NAACL, 2019

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Best Student Paper - CICLing, 2019

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DSTC, 2019

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IEEE Intelligent Systems, 2019

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2018

ConvAI Workshop, 2018

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ACL, 2018

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NAACL (industry), 2018

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NAACL (short), 2018

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NAACL, 2018

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LREC, 2018

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2017

EMNLP, 2017

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ACL (short), 2017

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WWW, 2017

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TACL, 2017

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2016

EECS Department, University of California, Berkeley, 2016

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2015

EMNLP (short), 2015

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2013

EMNLP, 2013

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ACL (short), 2013

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The Astrophysical Journal Supplement Series, 2013

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2012

EMNLP, 2012

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ACL (short), 2012

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2011

CoNLL Shared Task, 2011

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2010

Physical Review Letters, 2010

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CoLing, 2010

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ACL, 2010

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2009

ALTA, 2009

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The University of Sydney, 2009

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Johns Hopkins University, 2009

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2008

ALTA, 2008

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The Journal of Physical Chemistry B, 2008

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Software

SLATE: A Super-Lightweight Annotation Tool for Experts

A terminal-based text annotation tool in Python.

Neural POS tagging

Implementations of a POS tagger in DyNet, PyTorch, and Tensorflow, visualised to show the overall picture and make comparisons easy.

Text to SQL Baseline

A simple LSTM-based model that uses templates and slot-filing to map questions to SQL queries.

One-Endpoint Crossing Graph Parser

A range of tools related to one-endpoint crossing graphs - parsing, format conversion, and evaluation.

Coreference Error Analysis

A tool for classifying errors in coreference resolution.

CCG to PST

A tool for converting CCG derivations into PTB-style phrase structure trees.

Parse Error Analysis

A tool for classifying mistakes in the output of parsers.

Data

IRC Disentanglement

Annotation of IRC messages with reply-to structure, which disentangles simultaneous conversations. The largest such annotated resource.

Text to SQL datasets

A collection of datasets containing questions in English paired with SQL queries for a provided database. Our version homogenises the style of the SQL and corrects errors in previous versions of the data.

IE/NER from Cybercriminal Forums

Forum posts with annotations of products.

Crowdsourced Paraphrases

Paraphrases collected while conducting experiments on factors influencing crowd performance.

Spine and Arc version of the Penn Treebank

Code to convert the standard Penn Treebank into a version where each word is assigned a spine of non-terminals, and arcs to indicate attachments from one spine to another.

Adaptive CCG Supertagging Model

A model for the C&C supertagger that gives the same results with smaller beam sizes, enabling faster parsing.

Recent Posts

Papers I’m reading and more (RSS Feed and E-mail List)

More Posts

Am I getting the most our of time at conferences? This post was a way for me to think through that question and come up with strategies.

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Games have been a focus of AI research for decades, from Samuel’s checkers program in the 1950s, to Deep Blue playing Chess in the 1990s, and AlphaGo playing Go in the 2010s. All of those are two-player…

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This post is about my own paper to appear at ACL later this month. What is interesting about this paper will depend on your research interests, so that’s how I’ve broken down this blog post. A few key points first: Data and code are available on Github. The paper is also available. The general-purpose span labeling and linking annotation tool we used is also appearing at ACL. Check out DSTC 8 Track 2, which is based on this work.

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A range of services exist for collecting annotations from paid workers. This post gives an overview of a bunch of them.

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The OntoNotes dataset, which is the focus of almost all coreference resolution research, had several compromises in its development (as is the case for any dataset). Some of these are discussed in…

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Contact

  • jkummerf@umich.edu
  • 2260 Hayward Street, Ann Arbor, MI 48109, USA