ACL 2014 (Resources by paper)

For an explanation of this page and links to other venues, see Resources by paper.

This is a bottom-up, crowdsourced effort to contribute links to open data, source code, and demos related to ACL 2014 conference and workshop papers, demos, and other projects. Please share yours! Benefits include:

• visibility for your work
• reproducible research
• future collaborations
• faster-paced innovation
• links can be updated as resources move or grow

The link to the document used to collect this data is: http://bit.ly/acl2014code

Resources by paper

Title: Smart Selection
Authors: Patrick Pantel, Michael Gamon, and Ariel Fuxman
Paper: http://anthology.aclweb.org//P/P14/P14-1143.pdf
Data: http://research.microsoft.com/en-us/downloads/eb42522c-068e-404c-b63f-cf632bd27344/default.aspx

Title: Context-dependent Semantic Parsing for Time Expressions
Authors: Kenton Lee, Yoav Artzi, Jesse Dodge and Luke Zettlemoyer
Paper: http://yoavartzi.com/pub/ladz-acl.2014.pdf
Code, Data and Demo: http://lil.cs.washington.edu/uwtime/

Title: Estimating Policy Trajectories During the Financial Crisis
Authors: William P. Li, David Larochelle, Andrew W. Lo
Paper: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2447293
Code: https://github.com/wpli/billtracer
Data: https://sites.google.com/site/unsharedtask2014/

Title: DKPro Text Classification Framework
Authors: Johannes Daxenberger and Oliver Ferschke and Iryna Gurevych and Torsten Zesch
Paper: https://www.ukp.tu-darmstadt.de/fileadmin/user_upload/Group_UKP/publikationen/2014/DKProTCPreprint.pdf
Code: https://code.google.com/p/dkpro-tc/

Title: Semantic Parsing via Paraphrasing
Code: http://www-nlp.stanford.edu/software/sempre/

Title: Weakly Supervised User Profile Extraction from Twitter
Data: Profile data

Title: Inferring User Political Preferences from Streaming Communications
http://www.cs.jhu.edu/~svitlana

Title: The effect of wording on message propagation: Topic- and author- controlled natural experiments on Twitter
Chenhao Tan, Lillian Lee, Bo Pang
Paper & Data: http://chenhaot.com/pages/wording-for-propagation.html
Demo: http://chenhaot.com/retweetedmore/

Title: A Corpus of Sentence-level Revisions in Academic Writing: A Step towards Understanding Statement Strength in Communication
Chenhao Tan, Lillian Lee
Paper & Data: http://chenhaot.com/pages/wording-for-propagation.html

Title: Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia
Data: http://www.ukp.tu-darmstadt.de/data/discourse-analysis/wikipedia-edit-turn-pair-corpus/

Title: Less grammar, more features
D. Hall, G. Durrett, and D. Klein
Code: https://github.com/dlwh/epic
Paper: http://www.cs.berkeley.edu/~dlwh/papers/spanparser.pdf

Title: Sparser, better, faster gpu parsing
D. Hall, T. Berg-Kirkpatrick, J. Canny, and D. Klein
Code: https://github.com/dlwh/puck
Paper: http://www.cs.berkeley.edu/~dlwh/papers/gpuparser.pdf

Title: Improving lexical embeddings with semantic knowledge
M. Yu, M. Dredze
Code: https://github.com/Gorov/JointRCM

Title: Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project
T. Flati, D. Vannella, T. Pasini, R. Navigli
Data: http://wibitaxonomy.org
Paper: http://wwwusers.di.uniroma1.it/~navigli/pubs/ACL_2014_Flatietal.pdf

Title: A Robust Approach to Aligning Heterogeneous Lexical Resources
M. T. Pilehvar, R. Navigli
Data: http://lcl.uniroma1.it/semalign
Paper: http://wwwusers.di.uniroma1.it/~navigli/pubs/ACL_2014_Pilehvar_Navigli.pdf

Title: Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose
D. Vannella, D. Jurgens, D. Scarfini, D. Toscani, R. Navigli
Demo: http://lcl.uniroma1.it/games

Title: WoSIT: A Word Sense Induction Toolkit for Search Result Clustering and Diversification
D. Vannella, T. Flati, R. Navigli
Data and demo: http://lcl.uniroma1.it/wosit/
Paper: http://wwwusers.di.uniroma1.it/~navigli/pubs/ACL_2014_WoSIT.pdf

Title: Entity Linking meets Word Sense Disambiguation: a Unified Approach
A. Moro, A. Raganato, R. Navigli
Demo and API: http://babelfy.org
Paper: http://wwwusers.di.uniroma1.it/~navigli/pubs/TACL_2014_Babelfy.pdf

Title: A chance-corrected metric of inter-annotator agreement for syntax
A. Skjærholt
Code and data: https://github.com/arnsholt/syn-agreement

Title: A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection
Lu Wang, Claire Cardie
Data: https://ssli.ee.washington.edu/tial/projects/SCIL.html

Title: Be Appropriate and Funny: Automatic Entity Morph Encoding
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener
Paper: http://nlp.cs.rpi.edu/paper/morphencoding.pdf
Data: http://nlp.cs.rpi.edu/data/morphencoding.tar.gz

Title: Pattern Dictionary of English Prepositions
Ken Litkowski
Paper: http://69.195.124.161/~aclwebor/anthology//P/P14/P14-1120.pdf
Data: http://www.clres.com/db/TPPEditor.html and http://www.clres.com/pdep.html

Title: Mutual Disambiguation for Entity Linking
Eric Charton, Marie-Jean Meurs, Ludovic Jean-Louis, Michel Gagnon
Paper: http://aclanthology.info/papers/mutual-disambiguation-for-entity-linking
Code: https://code.google.com/p/semlinker/

Title: Zero-shot Entity Extraction from Web Pages
Panupong Pasupat and Percy Liang
Paper: http://aclanthology.info/papers/zero-shot-entity-extraction-from-web-pages
Code and data: http://www-nlp.stanford.edu/software/web-entity-extractor-ACL2014/paper/www/index.html

Title: Temporal Annotation in the Clinical Domain
William Styler, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C. Goren, Brad Erickson, Timothy Miller, Chen Lin, Guergana Savova, and James Pustejoysky
Paper: http://www.transacl.org/wp-content/uploads/2014/04/47.pdf
Project: http://thyme.healthnlp.org
Other tools mentioned: https://code.google.com/p/cleartk/ https://github.com/weitechen/anafora

Title: Experiments with crowdsourced re-annotation of a POS tagging data set
Dirk Hovy, Barbara Plank and Anders Søgaard
Paper: http://anthology.aclweb.org//P/P14/P14-2062.pdf
Other tools mentioned: MACE (Multi-Annotator Competence Estimation) http://www.isi.edu/publications/licensed-sw/mace/

Title: Robust Entity Clustering via Phylogenetic Inference
Nicholas Andrews, Jason Eisner, Mark Dredze
Paper: http://www.aclweb.org/anthology/P14-1073
Code: (not live yet though?) https://bitbucket.org/noandrews/

Title: Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz, John Makhoul
Paper: http://www.aclweb.org/anthology/P14-1129
Replicated code - Neural Probabilistic Language Model Toolkit: http://nlg.isi.edu/software/nplm/

Title: Low-Rank Tensors for Scoring Dependency Structures
Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, Tommi Jaakkola
Paper: http://www.aclweb.org/anthology/P14-1130
Code: https://github.com/taolei87/RBGParser

Title: A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer and Noah A. Smith
Paper: http://www.aclweb.org/anthology/P/P14/P14-1134
Code: https://github.com/jflanigan/jamr

Title: kLogNLP: Graph Kernel-based Relational Learning of Natural Language
Mathias Verbeke, Paolo Frasconi, Kurt De Grave, Fabrizio Costa, Luc De Raedt
Paper: http://aclweb.org/anthology/P14-5015
Code: http://dtai.cs.kuleuven.be/klognlp

Title: Translation Assistance by Translation of L1 Fragments in an L2 Context
Maarten van Gompel and Antal van den Bosch
Paper: http://aclweb.org/anthology/P14-1082
Code: https://github.com/proycon/colibrita

Title: An Annotation Framework for Dense Event Ordering
Taylor Cassidy, Bill McDowell, Nathanael Chambers, Steven Bethard
Paper: http://aclweb.org/anthology/P14-2082
Code: https://github.com/nchambers/caevo

Title: DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments
Nicolai Erbs, Pedro Bispo Santos, Iryna Gurevych, and Torsten Zesch
Paper: http://acl2014.org/acl2014/P14-5/pdf/P14-5006.pdf
Code: https://code.google.com/p/dkpro-keyphrases/

Title: Low Resource Semantic Role Labeling
Matthew R. Gormley; Margaret Mitchell; Benjamin Van Durme; Mark Dredze
Paper: http://aclweb.org/anthology/P14-1111
Code: http://www.cs.jhu.edu/~mrg/software/

Title: Adaptive Quality Estimation for Machine Translation
Marco Turchi, Antonios Anastasopoulos, José Guilherme Camargo de Souza and Matteo Negri
Paper: http://acl2014.org/acl2014/P14-1/pdf/P14-1067.pdf
Code: http://hlt.fbk.eu/technologies/aqet

Title: How much do word embeddings encode about syntax?
Jacob Andreas & Dan Klein
Paper: http://www.cs.berkeley.edu/~jda/papers/ak_syntax_embeddings.pdf
Code: http://www.cs.berkeley.edu/~jda/code/dense-parser.tar.gz

Title: From image descriptions to visual denotations:
New similarity metrics for semantic inference over event descriptions
Peter Young, Alice Lai, Micah Hodosh, Julia Hockenmaier
Paper: http://anthology.aclweb.org/Q/Q14/Q14-1006.pdf
Data: http://nlp.cs.illinois.edu/Denotation.html

Title: Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)
Byron C. Wallace, Do Kook Choe, Laura Kertz and Eugene Charniak
Paper: http://anthology.aclweb.org//P/P14/P14-2084.pdf
Data: https://github.com/bwallace/ACL-2014-irony

Title: Lexical Inference over Multi-Word Predicates: A Distributional Approach
Omri Abend, Shay B. Cohen and Mark Steedman
Paper: http://homepages.inf.ed.ac.uk/oabend/papers/mwpreds.pdf
Code: http://homepages.inf.ed.ac.uk/oabend/mwpreds.html

Title: Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features
Anders Björkelund and Jonas Kuhn
Paper: http://aclweb.org/anthology/P14-1005
Code: http://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/HOTCoref.en.html

Demos

Title: Simplified Dependency Annotations with GFL-Web
Michael Mordowanec, Nathan Schneider, Chris Dyer, Noah A. Smith
Paper: http://aclweb.org/anthology/P14-5021
Tool, code, & demo: http://www.ark.cs.cmu.edu/FUDG/

Title: Visualization, Search, and Error Analysis for Coreference Annotations
Markus Gärtner, Anders Björkelund, Gregor Thiele, Wolfgang Seeker, and Jonas Kuhn
Paper: http://aclweb.org/anthology/P14-5002
Code: http://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/icarus.en.html