Papers
In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes
Lei Li, Wei Liu, Marina Litvak et al.
Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text
Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation
Yi-An Lai, Arshit Gupta, Yi Zhang
Pretraining-Based Natural Language Generation for Text Summarization
Haoyu Zhang, Jingjing Cai, Jianjun Xu et al.
TILM: Neural Language Models with Evolving Topical Influence
Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, Chengxiang Zhai
Window-Based Neural Tagging for Shallow Discourse Argument Labeling
René Knaebel, Manfred Stede, Sebastian Stober
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios
Kunho Kim, Rahul Jha, Kyle Williams et al.
Relation Module for Non-Answerable Predictions on Reading Comprehension
Kevin Huang, Yun Tang, Jing Huang et al.
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Wentao Ma, Yiming Cui, Nan Shao et al.
Memory Graph Networks for Explainable Memory-grounded Question Answering
Seungwhan Moon, Pararth Shah, Anuj Kumar et al.
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots
Cao Liu, Kang Liu, Shizhu He et al.
SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems
Ashraf Mahgoub, Youssef Shahin, Riham Mansour et al.
Evidence Sentence Extraction for Machine Reading Comprehension
Hai Wang, Dian Yu, Kai Sun et al.
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification
Hsin-Ping Huang, Junyi Jessy Li
Deep Structured Neural Network for Event Temporal Relation Extraction
Rujun Han, I-Hung Hsu, Mu Yang et al.
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources
Meryem M’hamdi, Marjorie Freedman, Jonathan May
Named Entity Recognition with Partially Annotated Training Data
Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai et al.
Low-Rank Approximations of Second-Order Document Representations
Jarkko Lagus, Janne Sinkkonen, Arto Klami
Named Entity Recognition - Is There a Glass Ceiling?
Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka et al.
Exploiting the Entity Type Sequence to Benefit Event Detection
Yuze Ji, Youfang Lin, Jianwei Gao et al.
Effective Attention Modeling for Neural Relation Extraction
Tapas Nayak, Hwee Tou Ng
MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention
Jiayu Chen, Caixia Yuan, Xiaojie Wang et al.
BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification
Pedro Mota, Maxine Eskenazi, Luísa Coheur
Roll Call Vote Prediction with Knowledge Augmented Models
Pallavi Patil, Kriti Myer, Ronak Zala et al.