Papers
Systematically Exploring Redundancy Reduction in Summarizing Long Documents
Wen Xiao, Giuseppe Carenini
Are Scene Graphs Good Enough to Improve Image Captioning?
Victor Milewski, Marie-Francine Moens, Iacer Calixto
Systematic Generalization on gSCAN with Language Conditioned Embedding
Tong Gao, Qi Huang, Raymond Mooney
Multimodal Pretraining for Dense Video Captioning
Gabriel Huang, Bo Pang, Zhenhai Zhu et al.
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
Siddhant Garg, Rohit Kumar Sharma, Yingyu Liang
A Survey of the State of Explainable AI for Natural Language Processing
Marina Danilevsky, Kun Qian, Ranit Aharonov et al.
Self-Supervised Learning for Pairwise Data Refinement
Gustavo Hernandez Abrego, Bowen Liang, Wei Wang et al.
Building Location Embeddings from Physical Trajectories and Textual Representations
Laura Biester, Carmen Banea, Rada Mihalcea
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
Bowen Li, Taeuk Kim, Reinald Kim Amplayo et al.
Grounded PCFG Induction with Images
Lifeng Jin, William Schuler
Predicting and Using Target Length in Neural Machine Translation
Zijian Yang, Yingbo Gao, Weiyue Wang et al.
English-to-Chinese Transliteration with Phonetic Auxiliary Task
Yuan He, Shay B. Cohen
An Exploratory Study on Multilingual Quality Estimation
Shuo Sun, Marina Fomicheva, Frédéric Blain et al.
Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease
Renxuan Albert Li, Ihab Hajjar, Felicia Goldstein et al.
Chinese Content Scoring: Open-Access Datasets and Features on Different Segmentation Levels
Yuning Ding, Andrea Horbach, Torsten Zesch
A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation
Moin Nadeem, Tianxing He, Kyunghyun Cho et al.
Intent Detection with WikiHow
Li Zhang, Qing Lyu, Chris Callison-Burch
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
Guokan Shang, Antoine Tixier, Michalis Vazirgiannis et al.
Unsupervised Aspect-Level Sentiment Controllable Style Transfer
Mukuntha Narayanan Sundararaman, Zishan Ahmad, Asif Ekbal et al.
Identifying Implicit Quotes for Unsupervised Extractive Summarization of Conversations
Ryuji Kano, Yasuhide Miura, Tomoki Taniguchi et al.
All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on Memes
Dushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition
Wenliang Dai, Zihan Liu, Tiezheng Yu et al.
Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning
Zihao Fu, Bei Shi, Lidong Bing et al.
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths
Haozhe Ji, Pei Ke, Shaohan Huang et al.
AMR Quality Rating with a Lightweight CNN
Juri Opitz