自然语言处理与计算语言学的盛会ACL 2011即将在美国俄勒冈州波特兰市举行，而Google Research Blog在昨天发表了一篇“Google at ACL 2011”，给大家及时通报了今年Google在ACL 2011上的参与情况。粗略的看了一下，Google今年在ACL上发表的Paper涉及Part-of-Speech Tagging, Named Entity Recognition, Context-Free Parsing, Translation等自然语言处理的基础领域，值得NLPer们一阅。我是在Google Reader上看到的，直接看原文的话在国内可能需要“翻墙”，为了给大家节省一点“翻墙”的时间以及活跃这里的气氛，以下就全文转载了！
Google at ACL 2011
Posted by Ryan McDonald and Fernando Pereira, Research Team
The Annual Meeting of the Association for Computational Linguistics is one of the premier conferences for language and text technologies. Many employees at Google have strong roots in the community of researchers that attend this meeting, including many of our researchers working on machine translation and speech.
At this years conference, Google is particularly well represented. The General Chair is Dekang Lin and a few Googlers are serving as technical Area Chairs (in addition to the plethora of Googlers that reviewed papers for the conference). Google is also a Platinum Sponsor of ACL this year.
Research advances at Google can be seen throughout the conference’s technical content. Below is a complete list of Googler-authored or co-authored papers in the main conference. We want to give special emphasis to this year’s best paper award, given to “Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections” by CMU graduate student and Google intern Dipanjan Das and his internship advisor Slav Petrov. ACL is an extremely selective conference and this award speaks volumes to the importance of syntactic analysis and using bilingual corpora to project syntactic resources from resource rich languages (like English) to other languages. Congratulations Dipanjan and Slav!
Googlers are also involved in two of this year’s tutorials. Marius Pasca will present “Web Search Queries as a Corpus” and Kuzman Ganchev and his colleagues will teach about “Rich Prior Knowledge in Learning for Natural Language Processing”. Finally, Katja Fillipova and her colleagues are running a workshop on “Monolingual Text-to-Text Generation”.
ACL will take place this year in Portland from June 19th to June 24th.
Papers by Googlers (a * indicates a paper that will be linked to after the conference):
Ranking Class Labels Using Query Sessions*
Fine-Grained Class Label Markup of Search Queries*
Joseph Reisinger and Marius Pasca
Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections
Dipanjan Das and Slav Petrov
Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models
Sameer Singh, Amarnag Subramanya, Fernando Pereira and Andrew McCallum
Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition
Stefan Rüd, Massimiliano Ciaramita, Jens Müller and Hinrich Schütze
Beam-Width Prediction for Efficient Context-Free Parsing
Nathan Bodenstab, Aaron Dunlop, Keith Hall and Brian Roark
Language-independent compound splitting with morphological operations
Klaus Macherey, Andrew Dai, David Talbot, Ashok Popat and Franz Och
Model-Based Aligner Combination Using Dual Decomposition
John DeNero and Klaus Macherey
Binarized Forest to String Translation
Hao Zhang, Licheng Fang, Peng Xu and Xiaoyun Wu
Semi-supervised Latent Variable Models for Fine-grained Sentiment Analysis
Oscar Tackstrom and Ryan McDonald
《From Google Research Blog: Google at ACL 2011》有6条评论
持续关注～ 越来越发现这个领域有意思了 🙂
5月 22nd, 2011 at 21:55
弱弱问下，有些论文里提及的 side information 指的是什么呀？ 比如下面这句话：
the prospect of being able to naturally leverage such knowledge, four
different groups have recently developed similar, general frameworks
for expressing and learning with side information about output variables.
These frameworks are Constraint-Driven Learning (UIUC), Posterior
Regularization (UPenn), Generalized Expectation Criteria (UMass Amherst),
and Learning from Measurements (UC Berkley).
5月 25th, 2011 at 23:36