Publications

Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction

Veyseh, A., Dernoncourt, F., Nguyen, T. (Feb. 12, 2020)
AAAI 2020

A Markov Network Model for Natural Language Semantic Matching

Wang, L., Bui, T., Dernoncourt, F., Modani, N. (Nov. 8, 2019)
ICDM 2019 Autonomous Machine Learning Workshop

Let’s Ask Again: Refine Network for Automatic Question Generation

Nema, P., Kumar, A., Khapra, M., Srinivasan, B., Ravindran, B. (Nov. 7, 2019)
Conference on Empirical Methods in Natural Language Processing (EMNLP)

A Gated Self-attention Memory Network for Answer Selection

Lai, T., Tran, Q., Bui, T., Kihara, D. (Nov. 5, 2019)
EMNLP 2019

Generating Formality-tuned Summaries Using Token-based Rewards

Chawla, K, Srinivasan, B., Chhaya, N. (Nov. 4, 2019)
SIGNLL Conference on Computational Natural Language Learning (CONLL)

Analyzing Sentence Fusion in Abstractive Summarization

Lebanoff, L., Muchovej, J., Dernoncourt, F., Kim, D., Kim, S, Chang, W., Liu, F. (Nov. 4, 2019)
EMNLP 2019 Summarization Workshop

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning

Nguyen, T., Dernoncourt, F., Nguyen, T. (Nov. 3, 2019)
EMNLP 2019 LOUHI: The Tenth International Workshop on Health Text Mining and Information Analysis

Scoring Sentence Singletons and Pairs for Abstractive Summarization

Lebanoff, L., Song, K., Dernoncourt, F., Kim, D., Kim, S, Chang, W., Liu, F. (Aug. 2, 2019)
ACL 2019

DEFT: A corpus for definition extraction in free-and semi-structured text

Spala, S., Miller, N., Yang, Y., Dernoncourt, F., Dockhorn, C. (Aug. 1, 2019)
ACL LAW-XIII-2019

Modeling Visual Relationships in Language

Tan, H., Dernoncourt, F., Lin, Z., Bui, T., Bansal, M. (Jul. 28, 2019)
Proc. of ACL

The SKYNIVI Experience: Evoking Startle and Frustration in Dyads and Single Drivers

Alvarez, I., Healey, J., Lewis, E. (Jun. 9, 2019)
IEEE Intelligent Vehicles Symposium (IV 2019)

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation

Gehrmann, S., Layne, S., Dernoncourt, F. (Jun. 7, 2019)
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

B-Script: Transcript-based B-roll Video Editing with Recommendations

Huber, B., Shin, H., Russell, B., Wang, O., Mysore, G. (May. 4, 2019)
ACM Conference on Human Factors in Computing Systems (CHI)

Gated Convolutional Encoder-Decoder for Semi-Supervised Affect Prediction

Chawla*, K., Khosla*, S., Chhaya, N. (Apr. 14, 2019)
The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
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