Natural language processing for information retrieval
Communications of the ACM
A language modeling approach to information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A general language model for information retrieval
Proceedings of the eighth international conference on Information and knowledge management
A probabilistic model of information retrieval: development and comparative experiments Part 2
Information Processing and Management: an International Journal
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval
Capturing term dependencies using a language model based on sentence trees
Proceedings of the eleventh international conference on Information and knowledge management
Perspectives on Information Retrieval and Speech
Information Retrieval Techniques for Speech Applications [this book is based on the workshop “Information Retrieval Techniques for Speech Applications”, held as part of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in New Orleans, USA, in September 2001].
NLPIR: a theoretical framework for applying natural language processing to information retrieval
Journal of the American Society for Information Science and Technology
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
A study of smoothing methods for language models applied to information retrieval
ACM Transactions on Information Systems (TOIS)
A formal study of information retrieval heuristics
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Dependence language model for information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Immediate-head parsing for language models
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Linear discriminant model for information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Integrating word relationships into language models
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Query expansion using term relationships in language models for information retrieval
Proceedings of the 14th ACM international conference on Information and knowledge management
Spoken document retrieval from call-center conversations
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Effective self-training for parsing
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Linear feature-based models for information retrieval
Information Retrieval
Introduction to Information Retrieval
Introduction to Information Retrieval
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A look at parsing and its applications
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Recognizing disfluencies in conversational speech
IEEE Transactions on Audio, Speech, and Language Processing
Overview of the CLEF-2006 cross-language speech retrieval track
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Regression Rank: Learning to Meet the Opportunity of Descriptive Queries
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Human Memory Assistance through Semantic-Based Text Processing
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Joint annotation of search queries
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Markov graphic method for information retrieval
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Towards a conversational agent architecture to favor knowledge discovery in serious games
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology
An easy to author dialogue management system for serious games
Journal on Computing and Cultural Heritage (JOCCH) - Special issue on serious games for cultural heritage
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
| Hi-index | 0.00 |
Paraphrasing van Rijsbergen [37], the time is ripe for another attempt at using natural language processing (NLP) for information retrieval (IR). This paper introduces my dissertation study, which will explore methods for integrating modern NLP with state-of-the-art IR techniques. In addition to text, I will also apply retrieval to conversational speech data, which poses a unique set of considerations in comparison to text. Greater use of NLP has potential to improve both text and speech retrieval.