Asli Celikyilmaz

Elizabeth Clark

Jianfeng Gao

CoRR, 2020

Reparameterized Variational Divergence Minimization for Stable Imitation.

[BibT_eX]

[DOI]

CoRR, 2020

Working Memory Graphs.

[BibT_eX]

[DOI]

Matthew J. Hausknecht

Proceedings of the 37th International Conference on Machine Learning, 2020

Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020

RMM: A Recursive Mental Model for Dialog Navigation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

The Amazing World of Neural Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

Substance over Style: Document-Level Targeted Content Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator.

[BibT_eX]

[DOI]

CoRR, 2019

Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Adaptation of Pretrained Transformers for Abstractive Summarization.

[BibT_eX]

[DOI]

CoRR, 2019

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Robust Navigation with Language Pretraining and Stochastic Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning Compressed Sentence Representations for On-Device Text Processing.

[BibT_eX]

[DOI]

Dinghan Shen

Pengyu Cheng

Dhanasekar Sundararaman

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts.

[BibT_eX]

[DOI]

Elizabeth Clark

Noah A. Smith

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Learning and analyzing vector encoding of symbolic representations.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Communicating Agents for Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Discourse-Aware Neural Rewards for Coherent Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Learning and Analyzing Vector Encoding of Symbolic Representation.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Deep Learning for Dialogue Systems.

[BibT_eX]

[DOI]

Yun-Nung Chen

Proceedings of the COLING 2018, 2018

2017

Spoken language understanding and interaction: machine learning for human-like conversational systems.

[BibT_eX]

[DOI]

Milica Gasic

Comput. Speech Lang., 2017

Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems.

[BibT_eX]

[DOI]

CoRR, 2017

Scaffolding Networks for Teaching and Learning to Comprehend.

[BibT_eX]

[DOI]

CoRR, 2017

End-to-End Task-Completion Neural Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

An Empirical Investigation of Word Class-Based Features for Natural Language Understanding.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Associative Adversarial Networks.

[BibT_eX]

[DOI]

Tarik Arici

CoRR, 2016

An overview of end-to-end language understanding and dialog management for personal digital assistants.

[BibT_eX]

[DOI]

Jean-Philippe Robichaud

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Intent detection using semantically enriched word embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Syntax or semantics? knowledge-guided joint semantic frame parsing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform.

[BibT_eX]

[DOI]

Proceedings of the Demonstrations Session, 2016

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

2015

Investigation of ensemble models for sequence learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Natural language understanding for partial queries.

[BibT_eX]

[DOI]

Xiaohu Liu

Ruhi Sarikaya

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

A universal model for flexible item selection in conversational dialogs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 AAAI Spring Symposia, 2015

2014

Shrinkage based features for slot tagging with conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

A variational Bayesian model for user intent detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Learning to Relate Literal and Sentimental Descriptions of Visual Properties.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A weakly-supervised approach for discovering new user intents from search query logs.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

IsNL? a discriminative approach to detect natural language like queries for conversational understanding.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Latent semantic modeling for slot filling in conversational understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Easy contextual intent prediction and slot detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Mining Search Query Logs for Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Future directions and needs in the Spoken Dialog Community: Tools and Data, 2012

A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

A Joint Model for Discovery of Aspects in Utterances.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Approximate Inference for Domain Detection in Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Concept-based classification for multi-document summarization.

[BibT_eX]

[DOI]

Sarangarajan Parthasarathy

Proceedings of the IEEE International Conference on Acoustics, 2011

Employing web search query click logs for multi-domain spoken language understanding.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Exploiting distance based similarity in topic models for user intent detection.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Discovery of Topically Coherent Sentences for Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Decision making with imprecise parameters.

[BibT_eX]

[DOI]

I. Burhan Türksen

Int. J. Approx. Reason., 2010

Probabilistic model-based sentiment analysis of twitter messages.

[BibT_eX]

[DOI]

Junlan Feng

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Extractive summarization using a latent variable model.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

A Hybrid Hierarchical Model for Multi-Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

A Genetic Fuzzy System Based On Improved Fuzzy Functions.

[BibT_eX]

[DOI]

I. Burhan Türksen

J. Comput., 2009

A Soft-Link Spectral Model for Link Prediction.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2009

Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Soft-Link Spectral Clustering for Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Spectral Learning with Type-2 Fuzzy Numbers for Question/Answering System.

[BibT_eX]

[DOI]