Papers
Learning to Segment Actions from Observation and Narration
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom et al.
Cross-media Structured Common Space for Multimedia Event Extraction
Manling Li, Alireza Zareian, Qi Zeng et al.
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
Wang Zhu, Hexiang Hu, Jiacheng Chen et al.
Simple and Effective Retrieve-Edit-Rerank Text Generation
Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer
Improving Adversarial Text Generation by Modeling the Distant Future
Ruiyi Zhang, Changyou Chen, Zhe Gan et al.
INSET: Sentence Infilling with INter-SEntential Transformer
Yichen Huang, Yizhe Zhang, Oussama Elachqar et al.
Enabling Language Models to Fill in the Blanks
Chris Donahue, Mina Lee, Percy Liang
Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation
Chao Zhao, Marilyn Walker, Snigdha Chaturvedi
Automatic Poetry Generation from Prosaic Text
Tim Van de Cruys
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
Kurt Shuster, Da Ju, Stephen Roller et al.
Neural Generation of Dialogue Response Timings
Matthew Roddy, Naomi Harte
Learning an Unreferenced Metric for Online Dialogue Evaluation
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang et al.
Image-Chat: Engaging Grounded Conversations
Kurt Shuster, Samuel Humeau, Antoine Bordes et al.
Grounding Conversations with Improvised Dialogues
Hyundong Cho, Jonathan May
Phone Features Improve Speech Translation
Elizabeth Salesky, Alan W Black
Multimodal and Multiresolution Speech Recognition with Transformers
Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare et al.
MultiQT: Multimodal learning for real-time question tracking in speech
Jakob D. Havtorn, Jan Latko, Joakim Edin et al.
Integrating Multimodal Information in Large Pretrained Transformers
Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee et al.
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding
Yu-An Chung, James Glass
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
Junghyun Min, R. Thomas McCoy, Dipanjan Das et al.
Interactive Machine Comprehension with Information Seeking Agents
Xingdi Yuan, Jie Fu, Marc-Alexandre Côté et al.
INFOTABS: Inference on Tables as Semi-structured Data
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz et al.
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction
Samuel Broscheit, Kiril Gashteovski, Yanjie Wang et al.
Semantic Scaffolds for Pseudocode-to-Code Generation
Ruiqi Zhong, Mitchell Stern, Dan Klein
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Arman Cohan, Sergey Feldman, Iz Beltagy et al.