| Graph-Based Semi-Supervised Conditional Random Fields For Spoken Language Understanding Using Unaligned Data | Jan 30, 2017 | Spoken Language Understanding | CodeCode Available | 0 |
| Graph Databases for Designing High-Performance Speech Recognition Grammars | Jan 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domainless Adaptation by Constrained Decoding on a Schema Lattice | Dec 1, 2016 | Multi-Label ClassificationSpoken Language Understanding | —Unverified | 0 |
| Nonparametric Bayesian Models for Spoken Language Understanding | Nov 1, 2016 | Slot FillingSpoken Language Understanding | —Unverified | 0 |
| Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding | Oct 13, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks | Sep 6, 2016 | BenchmarkingIntent Detection | —Unverified | 0 |
| Task Lineages: Dialog State Tracking for Flexible Interaction | Sep 1, 2016 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications | Sep 1, 2016 | CPUGPU | —Unverified | 0 |
| Using phone features to improve dialogue state tracking generalisation to unseen states | Sep 1, 2016 | Dialogue State TrackingSpoken Language Understanding | —Unverified | 0 |
| Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding | Aug 6, 2016 | Decoderspeech-recognition | —Unverified | 0 |
| My Science Tutor---Learning Science with a Conversational Virtual Tutor | Aug 1, 2016 | Speech RecognitionSpoken Language Understanding | —Unverified | 0 |
| Un Sous-espace Th\'ematique Latent pour la Compr\'ehension du Langage Parl\'e (A Latent Topic-based Subspace for Spoken Language Understanding) | Jul 1, 2016 | Spoken Language Understanding | —Unverified | 0 |
| Des R\'eseaux de Neurones avec M\'ecanisme d'Attention pour la Compr\'ehension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding ) | Jul 1, 2016 | Spoken Language Understanding | —Unverified | 0 |
| Optimiser l'adaptation en ligne d'un module de compr\'ehension de la parole avec un algorithme de bandit contre un adversaire (Adversarial bandit for optimising online active learning of spoken language understanding) | Jul 1, 2016 | Active LearningSpoken Language Understanding | —Unverified | 0 |
| Estimation de la qualit\'e d'un syst\`eme de reconnaissance de la parole pour une t\^ache de compr\'ehension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task) | Jul 1, 2016 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding | Jun 24, 2016 | General Classificationslot-filling | —Unverified | 0 |
| Neural Belief Tracker: Data-Driven Dialogue State Tracking | Jun 12, 2016 | Dialogue State TrackingRepresentation Learning | —Unverified | 0 |
| Improving Recurrent Neural Networks For Sequence Labelling | Jun 8, 2016 | POSPOS Tagging | —Unverified | 0 |
| Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding | Jun 1, 2016 | ChunkingSpoken Language Understanding | —Unverified | 0 |
| An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition | Jun 1, 2016 | Automatic Speech Recognition (ASR)Chinese Word Segmentation | —Unverified | 0 |
| Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task | May 7, 2016 | dialog state trackingSpoken Language Understanding | —Unverified | 0 |
| Robust Dialog State Tracking for Large Ontologies | May 7, 2016 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Managing Linguistic and Terminological Variation in a Medical Dialogue System | May 1, 2016 | SentenceSpoken Language Understanding | —Unverified | 0 |
| Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management | Sep 1, 2015 | Dialogue ManagementManagement | —Unverified | 0 |
| Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors | Sep 1, 2015 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers | Sep 1, 2015 | Decision MakingDialogue Management | —Unverified | 0 |
| Keynote: Graph-based Approaches for Spoken Language Understanding | Sep 1, 2015 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Learning Domain-Independent Dialogue Policies via Ontology Parameterisation | Sep 1, 2015 | Decision MakingDialogue State Tracking | —Unverified | 0 |
| Human-Machine Dialogue as a Stochastic Game | Sep 1, 2015 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents | Sep 1, 2015 | Machine TranslationSpoken Language Understanding | —Unverified | 0 |
| A Model of Zero-Shot Learning of Spoken Language Understanding | Sep 1, 2015 | One-Shot LearningSpoken Dialogue Systems | —Unverified | 0 |
| Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems | Jul 1, 2015 | Slot FillingSpoken Dialogue Systems | —Unverified | 0 |
| Compact Lexicon Selection with Spectral Methods | Jul 1, 2015 | Knowledge GraphsSpoken Language Understanding | —Unverified | 0 |
| A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones | Jul 1, 2015 | Named Entity Recognition (NER)Spoken Language Understanding | —Unverified | 0 |
| Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding | Jul 1, 2015 | Semantic ParsingSpoken Dialogue Systems | —Unverified | 0 |
| Automated morphological analysis of clinical language samples | Jun 1, 2015 | Morphological AnalysisSpoken Language Understanding | —Unverified | 0 |
| Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children | Jun 1, 2015 | Semantic Textual SimilaritySpoken Language Understanding | —Unverified | 0 |
| Semantic parsing of speech using grammars learned with weak supervision | May 1, 2015 | Language ModellingSemantic Parsing | —Unverified | 0 |
| Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding | May 1, 2015 | Knowledge GraphsSpoken Dialogue Systems | —Unverified | 0 |
| Lexicon-Free Conversational Speech Recognition with Neural Networks | May 1, 2015 | Language ModellingNatural Language Understanding | —Unverified | 0 |
| Applications of Lexicographic Semirings to Problems in Speech and Language Processing | Dec 1, 2014 | Language ModellingPart-Of-Speech Tagging | —Unverified | 0 |
| A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions | Nov 1, 2014 | Spoken Language UnderstandingText Generation | —Unverified | 0 |
| Semantic Kernels for Semantic Parsing | Oct 1, 2014 | Semantic ParsingSemantic Textual Similarity | —Unverified | 0 |
| Invited Talk: IBM Cognitive Computing - An NLP Renaissance! | Oct 1, 2014 | Machine TranslationQuestion Answering | —Unverified | 0 |
| Active Learning in Noisy Conditions for Spoken Language Understanding | Aug 1, 2014 | Active LearningSpoken Language Understanding | —Unverified | 0 |
| Biber Redux: Reconsidering Dimensions of Variation in American English | Aug 1, 2014 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling | Aug 1, 2014 | Semantic ParsingSpoken Language Understanding | —Unverified | 0 |
| Web-style ranking and SLU combination for dialog state tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Detecting linguistic idiosyncratic interests in autism using distributional semantic models | Jun 1, 2014 | Semantic Textual SimilaritySpoken Language Understanding | —Unverified | 0 |
| Information Navigation System Based on POMDP that Tracks User Focus | Jun 1, 2014 | Dialogue ManagementQuestion Answering | —Unverified | 0 |
