ACL 2014 (Resources by paper)

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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: Predicting the relevance of distributional semantic similarity with contextual information
Authors: Philippe Muller, Cécile Fabre, and Clementine Adam.
Paper: http://anthology.aclweb.org//P/P14/P14-1045.pdf
Data: http://www.irit.fr/~Philippe.Muller/tools/acl14_data.zip

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
Resources: http://www.cs.jhu.edu/~svitlana


Title: The effect of wording on message propagation: Topic- and author- controlled natural experiments on Twitter
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: M. Yu, M. Dredze
Code: https://github.com/Gorov/JointRCM


Title: Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project
Authors: 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
Authors: 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
Authors: 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
Authors: 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: A chance-corrected metric of inter-annotator agreement for syntax
Authors: 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
Authors: Lu Wang, Claire Cardie
Data: https://ssli.ee.washington.edu/tial/projects/SCIL.html


Title: Be Appropriate and Funny: Automatic Entity Morph Encoding
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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
Authors: 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?
Authors: 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
Authors: 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)
Authors: 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
Authors: 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
Authors: 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


Title: Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data
Authors: Avneesh Saluja, Hany Hassan, Kristina Toutanova, and Chris Quirk
Paper: http://anthology.aclweb.org//P/P14/P14-1064.pdf Code: https://github.com/asaluja/graphMT

Demos

Title: Simplified Dependency Annotations with GFL-Web
Authors: 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
Authors: 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