Papers
A Grammar-Based Structural CNN Decoder for Code Generation
Zeyu Sun, Qihao Zhu, Lili Mou et al.
Towards Sentence-Level Brain Decoding with Distributed Representations
Jingyuan Sun, Shaonan Wang, Jiajun Zhang et al.
Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations
Changzhi Sun, Yuanbin Wu
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns
Behrouz Haji Soleimani, Stan Matwin
Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment
Vivian S. Silva, André Freitas, Siegfried Handschuh
GlobalTrait: Personality Alignment of Multilingual Word Embeddings
Farhad Bin Siddique, Dario Bertero, Pascale Fung
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
Zhouxing Shi, Minlie Huang
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization
Jiaxin Shi, Chen Liang, Lei Hou et al.
Learning to Embed Sentences Using Attentive Recursive Trees
Jiaxin Shi, Lei Hou, Juanzi Li et al.
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs
Holger Schwenk, Douwe Kiela, Matthijs Douze
Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning
Claudia Schulz, Christian M. Meyer, Iryna Gurevych
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context
Timo Schick, Hinrich Schütze
On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse
Vasanth Sarathy, Matthias Scheutz
A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks
Victor Sanh, Thomas Wolf, Sebastian Ruder
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov
COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data
Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig et al.
Jointly Learning to Label Sentences and Tokens
Marek Rei, Anders Søgaard
Data-to-Text Generation with Content Selection and Planning
Ratish Puduppully, Li Dong, Mirella Lapata
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis et al.
Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities
Hai Pham, Paul Pu Liang, Thomas Manzini et al.
Paraphrase Diversification Using Counterfactual Debiasing
Sunghyun Park, Seung-won Hwang, Fuxiang Chen et al.
HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering
Liang Pang, Yanyan Lan, Jiafeng Guo et al.
Analyzing Compositionality-Sensitivity of NLI Models
Yixin Nie, Yicheng Wang, Mohit Bansal
Combining Fact Extraction and Verification with Neural Semantic Matching Networks
Yixin Nie, Haonan Chen, Mohit Bansal