Viewing morphology as an inference process
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Combining semantic and syntactic document classifiers to improve first story detection
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Two-stage language models for information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Novelty and redundancy detection in adaptive filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to topic detection and tracking
Topic detection and tracking
Topic segmentation of message hierarchies for indexing and navigation support
WWW '05 Proceedings of the 14th international conference on World Wide Web
Similarity measures for tracking information flow
Proceedings of the 14th ACM international conference on Information and knowledge management
Redundant documents and search effectiveness
Proceedings of the 14th ACM international conference on Information and knowledge management
Novelty detection based on sentence level patterns
Proceedings of the 14th ACM international conference on Information and knowledge management
Threading stories and generating topic structures in news videos across different sources
Proceedings of the 13th annual ACM international conference on Multimedia
CUTS: CUrvature-based development pattern analysis and segmentation for blogs and other Text Streams
Proceedings of the seventeenth conference on Hypertext and hypermedia
Event detection from evolution of click-through data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Improving novelty detection for general topics using sentence level information patterns
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Context and learning in novelty detection
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Using random walks for question-focused sentence retrieval
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Resource-adaptive real-time new event detection
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
The role of information retrieval in answering complex questions
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Utility-based information distillation over temporally sequenced documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Analyzing feature trajectories for event detection
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A probabilistic graphical model for joint answer ranking in question answering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Novelty detection using local context analysis
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Near-duplicate keyframe retrieval with visual keywords and semantic context
Proceedings of the 6th ACM international conference on Image and video retrieval
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts
Proceedings of the 15th international conference on Multimedia
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
Novelty and topicality in interactive information retrieval
Journal of the American Society for Information Science and Technology
'Show me more': Incremental length summarisation using novelty detection
Information Processing and Management: an International Journal
An information-pattern-based approach to novelty detection
Information Processing and Management: an International Journal
Fast exact maximum likelihood estimation for mixture of language model
Information Processing and Management: an International Journal
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news
Computer Vision and Image Understanding
Novelty as a form of contextual re-ranking: efficient KLD models and mixture models
Proceedings of the second international symposium on Information interaction in context
Type-Based Query Expansion for Sentence Retrieval
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Analyzing Peer Interactions in Computer-Supported Collaborative Learning: Model, Method and Tool
ICHL '08 Proceedings of the 1st international conference on Hybrid Learning and Education
The Evaluation of Sentence Similarity Measures
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Biased LexRank: Passage retrieval using random walks with question-based priors
Information Processing and Management: an International Journal
Combining named entities and tags for novel sentence detection
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for improved accessibility
ACM Transactions on Information Systems (TOIS)
Sentence-Level Novelty Detection in English and Malay
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Topic development pattern analysis-based adaptation of information spaces
The New Review of Hypermedia and Multimedia - Adaptive Hypermedia
Detecting multiple facets of an event using graph-based unsupervised methods
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Company-oriented extractive summarization of financial news
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Sentiment retrieval using generative models
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Modeling Expected Utility of Multi-session Information Distillation
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Syntactic Query Models for Restatement Retrieval
SPIRE '09 Proceedings of the 16th International Symposium on String Processing and Information Retrieval
Using opinion-based features to boost sentence retrieval
Proceedings of the 18th ACM conference on Information and knowledge management
Automatic generation of topic pages using query-based aspect models
Proceedings of the 18th ACM conference on Information and knowledge management
Cross-language linking of news stories on the web using interlingual topic modelling
Proceedings of the 2nd ACM workshop on Social web search and mining
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Organization and Tagging of Blog and News Entries Based on Content Reuse
Journal of Signal Processing Systems
Blended metrics for novel sentence mining
Expert Systems with Applications: An International Journal
Evaluation of novelty metrics for sentence-level novelty mining
Information Sciences: an International Journal
Summarisation and novelty: an experimental investigation
ECIR'07 Proceedings of the 29th European conference on IR research
Probabilistic models for answer-ranking in multilingual question-answering
ACM Transactions on Information Systems (TOIS)
Highly frequent terms and sentence retrieval
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
NowOnWeb: news search and summarization
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Web news summarization via soft clustering algorithm
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Detecting novel business blogs
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Information Processing and Management: an International Journal
Blog snippets: a comments-biased approach
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Where to start filtering redundancy?: a cluster-based approach
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Improving sentence retrieval with an importance prior
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
An improved web information summarization based on SSSC
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
A unified graph model for sentence-based opinion retrieval
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Multilingual novelty detection
Expert Systems with Applications: An International Journal
Efficient set-correlation operator inside databases
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Defining the dynamicity and diversity of text collections
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Effective term weighting for sentence retrieval
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
An intelligent system for sentence retrieval and novelty mining
International Journal of Knowledge Engineering and Data Mining
Estimating importance features for fact mining: with a case study in biography mining
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Learning to model relatedness for news recommendation
Proceedings of the 20th international conference on World wide web
Database optimization for novelty mining of business blogs
Expert Systems with Applications: An International Journal
Multilingual sentence categorization and novelty mining
Information Processing and Management: an International Journal
Chinese categorization and novelty mining
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
iWed: an integrated multigraph cut-based approach for detecting events from a website
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Finding new news: novelty detection in broadcast news
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A re-examination of IR techniques in QA system
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Interaction and personalization of criteria in recommender systems
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Multilingual relevant sentence detection using reference corpus
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
A model for anticipatory event detection
ER'06 Proceedings of the 25th international conference on Conceptual Modeling
Noise robust detection of the emergence and spread of topics on the web
Proceedings of the 2nd Temporal Web Analytics Workshop
Answer diversification for complex question answering on the web
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
The effect of smoothing in language models for novelty detection
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
Mining feature-opinion pairs and their reliability scores from web opinion sources
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
On the Relationship between Novelty and Popularity of User-Generated Content
ACM Transactions on Intelligent Systems and Technology (TIST)
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Effective sentence retrieval based on query-independent evidence
Information Processing and Management: an International Journal
Sentence length bias in TREC novelty track judgements
Proceedings of the Seventeenth Australasian Document Computing Symposium
Representations for multi-document event clustering
Data Mining and Knowledge Discovery
International Journal of Advanced Pervasive and Ubiquitous Computing
Adaptable Services for Novelty Mining
International Journal of Systems and Service-Oriented Engineering
Detecting malicious tweets in trending topics using a statistical analysis of language
Expert Systems with Applications: An International Journal
A Comparison Study for Novelty Control Mechanisms Applied to Web News Stories
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Position-based contextualization for passage retrieval
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Information Sciences: an International Journal
Topic segmentation and labeling in asynchronous conversations
Journal of Artificial Intelligence Research
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Previous research in novelty detection has focused on the task of finding novel material, given a set or stream of documents on a certain topic. This study investigates the more difficult two-part task defined by the TREC 2002 novelty track: given a topic and a group of documents relevant to that topic, 1) find the relevant sentences from the documents, and 2) find the novel sentences from the collection of relevant sentences. Our research shows that the former step appears to be the more difficult part of this task, and that the performance of novelty measures is very sensitive to the presence of non-relevant sentences.