Philip Resnik

News flash (Feb 2008): What happened to my hand? News flash (August 2007): My student Stephan Greene successfully defended his doctoral dissertation, Spin: Lexical Semantics, Transitivity, and the Identification of Implicit Sentiment (short abstract). News flash (June 2007): The Czech-English machine translation system submitted by my student Chris Dyer was the best performer, for all evaluation measures, in the shared task for that language pair at the ACL-2007 Workshop on Statistical Machine Translation (WMT-2007). [details] News flash (June 2007): Becky and I just celebrated our 5th wedding anniversary, and last November my parents celebrated their 50th!

Professional History

• List of publications
  List of students

• Since September 1996 I have been a member of the Linguistics faculty at the University of Maryland, College Park, with a joint appointment at the University of Maryland Institute for Advanced Computer Studies (UMIACS). I am also an affiliate associate professor in the Department of Computer Science.

  I do research in computational linguistics, with interests both in the modeling of human linguistic processes (especially lexical semantics, lexical acquisition, and on-line sentence processing) and in the application of natural language processing techniques to practical problems such as cross-language searching and machine translation. My general research agenda for language technology is to improve the state of the art by finding the right balance between knowledge-free statistical modeling and linguistically informed techniques -- and in so doing, to obtain a better scientific understanding of human language itself.

  My recent work has largely been focused on machine translation and multilingual natural language processing, exploiting parallel corpora and linguistically informed modeling in statistical machine translation and in multilingual natural language processing more generally (with a focus on Chinese and Arabic, as well as other less-studied languages). As part of this effort, my postdoc David Chiang (now at USC/ISI) developed Hiero, the first syntax-based system to demonstrate performance comparable to state-of-the-art statistical MT systems (see 2005 NIST MT Evaluation results). I have been working with a number of students to further improve hierarchical phrase-based translation, and some recent innovations include the introduction of confusion network decoding (useful in translation of speech recognition output and also for text translation of morphologically complex languages), development of efficient algorithms for using suffix array representations in hierarchical decoding, and the use of English-to-English translation to create artificial references translations for use in parameter tuning.

  Continued interests in multilingual NLP include using parallel bilingual text to improve word sense disambiguation (that is, the identification of appropriate word meanings in context), exploiting linguistic information to improve word-to-word alignments between translations, and developing parsers for resource-poor languages by projecting linguistic information from English, using a parallel corpus as a bridge from one language to the other.

  In a different line of research, I led the development of the Linguist's Search Engine, a tool designed to make it easier for linguists to search naturally occurring data using syntactic and lexical criteria. I'm hoping this tool will make it easier for more linguists to go beyond the exclusive use of introspective judgments as empirical evidence, which can lead to useful and interesting results. In follow-on work with the Center for the Advanced Study of Language (CASL), we ported the LSE to Chinese, and the LSE code is available under an open source license. (Aaron Elkiss, the LSE's chief architect, implementor, and guru, moved on to the CS Ph.D. program at University of Michigan in the fall, so folks interested in participating in the continued care and feeding of the LSE should get in touch with me.)

  During the next several years, I hope to re-engage more fully with my interests in computational psycholinguistics. I'm particularly interested in the possibility that ideas from (statistical) information theory may have a useful role to play in explaining why language works the way it does. (This is an idea I first began exploring in my dissertation [ps, pdf].)

  See my on-line list of publications for links to papers on the above research topics and more.

• I spent academic year 2003-2004 on sabbatical at Johns Hopkins University, focusing on machine translation and on some interesting work related to child language acquisition.

• I spent parts of May and August 2001 as a visiting researcher at the spoken language processing group of LIMSI-CNRS (Orsay, near Paris), working with Patrick Paroubek on automatic processing of medical research articles to help identify synonymous gene identifiers.

• I spent January 2000 as a visiting professor in Linguistics at the University of Paris 7.

• After finishing my doctorate I spent 3 years as a research scientist at Sun Microsystems Laboratories, near Boston, Massachusetts. Arriving at Sun Labs in October 1993, I spent much of my time there working on the Conceptual Indexing project (which got a nice writeup in the April 1996 issue of The Atlantic Monthly). I also started up a project looking at multilingual issues on the World Wide Web, in collaboration with Gary Adams. One result of this was United States Patent 6,615,168 awarded to Resnik, et al., September 2, 2003: Multilingual agent for use in computer systems.

• I did my Ph.D. in Computer and Information Science at the University of Pennsylvania. I spent most of my time at Penn at the Institute for Research in Cognitive Science (IRCS), a truly wonderful interdisciplinary environment. My dissertation received the 1994 Rubinoff Award.

• I spent the summer of 1991 working at IBM's T.J. Watson Research Center, resulting in my being included as co-inventor on Patent 5,267,345, issued November 30, 1993, "Speech recognition apparatus which predicts word classes from context and words from word classes", with co-inventors Peter Brown, Stephen Della Pietra, Vincent Della Pietra, Robert Mercer, and Stanley Chen.

• Before going back for my Ph.D. at Penn, I worked for two years as a research scientist at Bolt Beranek and Newman (BBN) in the area of language understanding.

• And before BBN, I was an undergraduate at Harvard (class of '87), where I concentrated in Computer Science.

• For several years, I served as the UMD Linguistics Department's undergraduate advisor. That role is now being filled ably by Dr. Tonia Bleam (tbleam _AT_ umd *DOT* edu). Linguistics undergrads with advising questions should see the Linguistics Undergraduate Advising FAQ for answers to many common questions.

• I have been on the editorial board of The Open Cybernetics and Systemics Journal since June 2007, and I'm also on the editorial board of Linguistic Issues in Language Technology, a new journal that focuses on relationships between linguistic insights, which can prove valuable to language technology, and language technology, which can enrich linguistic research. Past editorial board service includes Cognitive Linguistics from January 2005 to December 2006, Computational Linguistics from 1998-2000, Cognition from 1994-2004, and Computers and the Humanities from 1997 to 2005.

• I'm a (very) occasional contributor to Language Log.

• I helped instigate the SENSEVAL evaluations for word sense disambiguation.

• Why Work on Machine Translation?

• Why Do We Teach?

• First on the list of important things in my life would have to be my family: Ben (with his own home page, of which he is rightfully proud, though it needs an update) my incredibly wonderful wife, Becky, and our toddler, Harry. And let's not forget Annie the Dog.

• I am, believe it or not (sometimes I don't), a Sunday school music teacher, at Beth Chai, the The Greater Washington Jewish Humanist Congregation. Beth Chai is a lovely community of people from all over the D.C. area, and it's really growing.

• I am also, believe it or not, an advanced brown belt in Thai Kickboxing. (Just in case the Sunday School approach doesn't solve all my problems, you know? :->) I've learned many challenging moves, and I'm looking forward to progressing bit by bit toward a black belt.

• In 2000 I became a homeowner. Eeek! To get an idea what the joys of home ownership are like, take a look at my Home Problem Solving page.

• Other goings on... I've been interested in swing and ballroom dance since taking some classes at MIT and even, once upon a time, competing at the Fifth Annual Harvard Ballroom Dance Team Invitational Competition. (Newcomer category, made the quarter finals in East coast swing and managed not to embarass either my partner or myself at tango and foxtrot.) Here's a somewhat personalized list of useful dancing sites in the D.C. area.

• I came across an old dance acquaintance on the Web, helping illustrate why I like lindyhop. :-)

• In 1996 I sang at the 50th anniversary concert of the Harvard Krokodiloes, a 12-man a capella singing group of which I am an alumnus. In the blink of an eye, the 60th anniversary rolled around and I sang in one of the alumni performances for that event, too.

• A while back I took a rather interesting trip to New Orleans for Mardi Gras, and wrote up some of my adventures.

• Check out artist Janet Echelman's Web page. I'm pleased to have helped put together her original page, years ago in the dark ages when Janet was a Web novice. She's now obviously surpassed my meager Web talents by a long shot.

• Check out Annie's Census Song, a trifle of satire written by a dear friend, author and screenwriter Nicki Galland, in a mad fit of boredom. Nicki is much busier these days, having published a well received first novel entitled The Fool's Tale; then a second novel (Revenge of the Rose, which came out in August 2006). Her third novel is, I believe, due out in early 2008.

• Photo for a neat science fair project for which I helped provide a few pointers. (How many 7th graders do you know who are looking into information theory?!)

• Once upon a time, Ben invented Scimon Cards, which are like Pokemon cards but for science-minded kids.

• A few favorite books, ones that I revisit every few years once they are "ripe" for re-reading...
  • Mark Helprin, Winter's Tale
  • Peter S. Beagle, A Fine and Private Place
  • Orson Scott Card, Ender's Game
  • William Goldman, The Princess Bride
  • Frances Hodgson Burnett, The Lost Prince
  • Margaret Atwood, The Handmaid's Tale (Are we there yet?)
  • Neal Stephenson, Cryptonomicon
  • George Orwell, 1984
  • Victor Frankl, Man's Search for Meaning
  • Faber and Mazlish, How to Talk So Kids Will Listen and Listen So Kids Will Talk

• Ling/CMSC 773, Computational Linguistics II, Spring, 2008.

• Old: Ling819/848, Seminar: The Computations of Language, Fall, 2007.
• Old: Ling/CMSC 773, Computational Linguistics II, Spring, 2007.
• Old: Ling723/CMSC723, Computational Linguistics I, Fall, 2006.
• Old: Ling647/CMSC828R, Computational Linguistics II, Spring, 2006.
• Old: Ling849, Seminar in Psycholinguistics, Fall 2005 (with Amy Weinberg)
• Old: Linguistics 645/CMSC 723, Intro to Computational Linguistics, Fall 2005 (with David Chiang)
• Old: Linguistics 647/CMSC 828R, Computational Linguistics II, Spring 2005.
• Old: Linguistics 848/CMSC 828R, Seminar in Computational Linguistics, Fall 2004.
• Old: Fall 2003, Spring 2004: on sabbatical.
• Old: Linguistics 889A, Lexical Semantics at the Syntax Interface, Spring 2003.
• Old: Linguistics 645/CMSC 723, Intro to Computational Linguistics, Spring 2002.
• Old: LBSC08a/CMSC838L, Information Retrieval Systems, Fall 2001.
• Old: Linguistics 645/CMSC 723, Intro to Computational Linguistics, Spring 2001.
• Old: Linguistics 443, Intro to Programming for Linguists, Fall 2000.
• Old: Linguistics 889B, Computational Models of Language Processing, Spring 2000.
• Old: Linguistics 645/CMSC 723, Intro to Computational Linguistics, Spring 1999.
• Old: Linguistics 689A, Intro to Programming for Linguists, Fall 1998.
• Old: Short Course on Statistical Methods in NLP, Summer 1998.
• Old: Linguistics 889D, Lexical Semantics at the Syntax Interface, Spring 1998.
• Old: Linguistics 645 (also CMSC 723), Introduction to Computational Linguistics, Fall 1997.
• Old: Linguistics 889, Topics in Computational Linguistics, Spring 1997

• Here's the schedule for this semester.

• Linguistics undergaduate advising FAQ
• University of Maryland Academic Calendars
• Useful UMD Administrative Info
• UMD CS room reservations
• LanguageLog
• LaTeX for Linguists
• MindWorks main page (where Becky works)
• Interesting class project result, building a Linguistics thesaurus
• Useful list of computational linguistics conferences and deadlines
• Linguistics Department calendars
• UMail Maintenance Service
• Inttranews linguistics news site
• Using The Simpsons to teach math, and linguistic Simpsons jokes.
• Chomskybot
• Task of the Referee, a nice article by Alan Jay Smith about how and why to do journal reviews:
• UMD statistical MT group Wiki (private)
• UMD Interlibrary Loan Services
• Wiki for the ICDL Communities project
• An on-line version of the famous ALPAC report
• Our "N Commandments" for research access on the Internet Archive
• Graphical models reading group
• Bill Pugh's compendium of College Park takeout/delivery menus. (Beware: some look out of date.)
• UMIACS software packages list (local access only)
• UMD earning statements
• A neat list of cognitive science summaries, covering seminal papers on a variety of topics. (Not sure how up to date this is kept.)
• Cucumis: free online translation service. (Don't know if this is any good. Mail me if you are familiar with it!)
• LanguageLog contribution page

  Philip Resnik, Associate Professor
  Department of Linguistics and Institute for Advanced Computer Studies

  1401 Marie Mount Hall            UMIACS phone: (301) 405-6760       
  University of Maryland           Linguistics phone: (301) 405-8903
  College Park, MD 20742 USA	   Fax   : (301) 405-7104       
  http://umiacs.umd.edu/~resnik	   E-mail: resnik [AT] umd _DOT_ edu

  UMIACS office: AV Williams 3143

  By far the best way to reach me is by e-mail to resnik [AT] umd _DOT_ edu.