Identification of Alias Links among Participants in Narratives Jul 1, 2018 coreference-resolution Coreference Resolution
— Unverified Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures Jul 1, 2018 coreference-resolution Coreference Resolution
— Unverified A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines Jul 1, 2018 Community Question Answering Question Answering
— Unverified Denoising Distantly Supervised Open-Domain Question Answering Jul 1, 2018 Denoising Information Retrieval
Code Code Available Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks Jul 1, 2018 Abstractive Text Summarization Document Summarization
Code Code Available Discourse Representation Structure Parsing Jul 1, 2018 Prediction Question Answering
Code Code Available GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data Jul 1, 2018 Data-to-Text Generation Decoder
— Unverified Neural Semantic Parsing Jul 1, 2018 Code Generation Instruction Following
— Unverified Recognizing Complex Entity Mentions: A Review and Future Directions Jul 1, 2018 Entity Linking Named Entity Recognition (NER)
— Unverified Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available DeepPavlov: Open-Source Library for Dialogue Systems Jul 1, 2018 General Classification intent-classification
— Unverified A Distributional and Orthographic Aggregation Model for English Derivational Morphology Jul 1, 2018 abstractive question answering Machine Translation
Code Code Available Guess Me if You Can: Acronym Disambiguation for Enterprises Jul 1, 2018 Question Answering
— Unverified A Study of the Importance of External Knowledge in the Named Entity Recognition Task Jul 1, 2018 named-entity-recognition Named Entity Recognition
— Unverified Connecting Language and Vision to Actions Jul 1, 2018 Image Captioning Language Modeling
— Unverified Knowledge Diffusion for Neural Dialogue Generation Jul 1, 2018 Dialogue Generation Question Answering
Code Code Available Bridging Languages through Images with Deep Partial Canonical Correlation Analysis Jul 1, 2018 Image Description Image Retrieval
Code Code Available Biomedical Document Retrieval for Clinical Decision Support System Jul 1, 2018 Information Retrieval Learning-To-Rank
— Unverified Context-Aware Neural Model for Temporal Information Extraction Jul 1, 2018 Information Retrieval model
— Unverified Modeling discourse cohesion for discourse parsing via memory network Jul 1, 2018 Discourse Parsing Question Answering
— Unverified A Named Entity Recognition Shootout for German Jul 1, 2018 Entity Linking named-entity-recognition
— Unverified CNN for Text-Based Multiple Choice Question Answering Jul 1, 2018 Multiple-choice Question Answering
Code Code Available Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information Jul 1, 2018 Image Classification Machine Translation
— Unverified One-shot Learning for Question-Answering in Gaokao History Challenge Jun 24, 2018 One-Shot Learning Question Answering
Code Code Available End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features Jun 21, 2018 Question Answering Video Description
Code Code Available Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Learning Conditioned Graph Structures for Interpretable Visual Question Answering Jun 19, 2018 Question Answering Visual Question Answering
Code Code Available Comparative Analysis of Neural QA models on SQuAD Jun 18, 2018 Information Retrieval Question Answering
— Unverified GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Jun 14, 2018 image-classification Image Classification
Code Code Available Learning Visual Knowledge Memory Networks for Visual Question Answering Jun 13, 2018 Question Answering Visual Question Answering
— Unverified FigureNet: A Deep Learning model for Question-Answering on Scientific Plots Jun 12, 2018 Deep Learning Question Answering
— Unverified Focused Hierarchical RNNs for Conditional Sequence Processing Jun 12, 2018 Open-Domain Question Answering Policy Gradient Methods
— Unverified Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs Jun 12, 2018 Knowledge Base Completion Knowledge Graphs
— Unverified iParaphrasing: Extracting Visually Grounded Paraphrases via an Image Jun 12, 2018 Image Captioning Question Answering
Code Code Available Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Jun 12, 2018 Natural Language Inference Paraphrase Identification
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Know What You Don't Know: Unanswerable Questions for SQuAD Jun 11, 2018 Natural Language Understanding Question Answering
Code Code Available Prosody Modifications for Question-Answering in Voice-Only Settings Jun 11, 2018 Informativeness Question Answering
Code Code Available Learning Answer Embeddings for Visual Question Answering Jun 10, 2018 Question Answering Transfer Learning
— Unverified Cross-Dataset Adaptation for Visual Question Answering Jun 10, 2018 Domain Adaptation Question Answering
— Unverified Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task Jun 10, 2018 Machine Reading Comprehension Question Answering
— Unverified SciDTB: Discourse Dependency TreeBank for Scientific Abstracts Jun 10, 2018 Articles Machine Translation
Code Code Available Learning to Search in Long Documents Using Document Structure Jun 9, 2018 Information Retrieval Question Answering
Code Code Available CS-VQA: Visual Question Answering with Compressively Sensed Images Jun 8, 2018 Question Answering Visual Question Answering
— Unverified Focal Visual-Text Attention for Visual Question Answering Jun 5, 2018 Memex Question Answering Question Answering
Code Code Available Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction Jun 3, 2018 Question Answering Representation Learning
— Unverified On the Flip Side: Identifying Counterexamples in Visual Question Answering Jun 3, 2018 Question Answering Visual Question Answering
— Unverified Categorizing Concepts With Basic Level for Vision-to-Language Jun 1, 2018 Clustering Image Captioning
— Unverified Textbook Question Answering Under Instructor Guidance With Memory Networks Jun 1, 2018 Question Answering
Code Code Available 