Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models Oct 1, 2018 Language Modeling Language Modelling
— Unverified 0The Rule of Three: Abstractive Text Summarization in Three Bullet Points Sep 28, 2018 Abstractive Text Summarization Sentence
— Unverified 0GraphSeq2Seq: Graph-Sequence-to-Sequence for Neural Machine Translation Sep 27, 2018 Decoder Image Captioning
— Unverified 0Connecting the Dots Between MLE and RL for Sequence Generation Sep 27, 2018 Machine Translation Text Summarization
— Unverified 0Iterative Document Representation Learning Towards Summarization with Polishing Sep 27, 2018 Extractive Text Summarization Representation Learning
Code Code Available 0Semantic Sentence Embeddings for Paraphrasing and Text Summarization Sep 26, 2018 Decoder Sentence
— Unverified 0Text Summarization as Tree Transduction by Top-Down TreeLSTM Sep 24, 2018 Sentence Sentence Compression
— Unverified 0Unsupervised Sentence Compression using Denoising Auto-Encoders Sep 7, 2018 Denoising Sentence
Code Code Available 0Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique Sep 4, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Sep 1, 2018 Machine Translation Sentence
— Unverified 0Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Aug 27, 2018 Articles Document Summarization
Code Code Available 0Improving Abstraction in Text Summarization Aug 23, 2018 Abstractive Text Summarization Decoder
— Unverified 0Cool English: a Grammatical Error Correction System Based on Large Learner Corpora Aug 1, 2018 Grammatical Error Correction Machine Translation
— Unverified 0NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager Aug 1, 2018 Goal-Oriented Dialog Goal-Oriented Dialogue Systems
Code Code Available 0WARP-Text: a Web-Based Tool for Annotating Relationships between Pairs of Texts Aug 1, 2018 Machine Translation Natural Language Inference
Code Code Available 0Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning Aug 1, 2018 Relation Sparse Learning
— Unverified 0Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank Aug 1, 2018 Discourse Parsing global-optimization
— Unverified 0Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings Aug 1, 2018 Diversity Informativeness
— Unverified 0Exploiting Structure in Representation of Named Entities using Active Learning Aug 1, 2018 Active Learning Entity Linking
— Unverified 0Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization Aug 1, 2018 Abstractive Text Summarization Decoder
— Unverified 0Enhanced Aspect Level Sentiment Classification with Auxiliary Memory Aug 1, 2018 Classification Feature Engineering
— Unverified 0Dynamic Feature Selection with Attention in Incremental Parsing Aug 1, 2018 Dependency Parsing Dialogue Generation
— Unverified 0Aspect and Sentiment Aware Abstractive Review Summarization Aug 1, 2018 Abstractive Text Summarization Aspect Extraction
— Unverified 0Ant Colony System for Multi-Document Summarization Aug 1, 2018 Document Summarization Multi-Document Summarization
— Unverified 0Vocabulary Tailored Summary Generation Aug 1, 2018 Abstractive Text Summarization Text Summarization
— Unverified 0Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference Aug 1, 2018 Decision Making Machine Translation
— Unverified 0Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Jul 20, 2018 Document Summarization Extractive Summarization
— Unverified 0Natural Language Processing for Information Extraction Jul 6, 2018 Articles coreference-resolution
Code Code Available 0Constructing a Lexicon of English Discourse Connectives Jul 1, 2018 Machine Translation Text Summarization
— Unverified 0Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation Jul 1, 2018 Image Captioning Machine Translation
— Unverified 0Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks Jul 1, 2018 Question Answering Text Classification
— Unverified 0A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling Jul 1, 2018 Abstractive Text Summarization Machine Translation
Code Code Available 0Towards Opinion Summarization of Customer Reviews Jul 1, 2018 Abstractive Text Summarization Decision Making
— Unverified 0Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning Jul 1, 2018 Deep Learning Machine Translation
— Unverified 0Sequence-to-sequence Models for Cache Transition Systems Jul 1, 2018 AMR Parsing Decoder
Code Code Available 0Biomedical Document Retrieval for Clinical Decision Support System Jul 1, 2018 Information Retrieval Learning-To-Rank
— Unverified 0Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks Jul 1, 2018 Abstractive Text Summarization Document Summarization
Code Code Available 0LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better Jul 1, 2018 Diagnostic Language Modeling
— Unverified 0A Neural Approach to Pun Generation Jul 1, 2018 Diversity Image Captioning
— Unverified 0Modeling, comprehending and summarizing textual content by graphs Jul 1, 2018 Text Summarization
— Unverified 0Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning Jun 1, 2018 Machine Translation Semantic Textual Similarity
— Unverified 0Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming Jun 1, 2018 Informativeness Question Answering
— Unverified 0YNU\_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension Jun 1, 2018 Machine Translation Reading Comprehension
— Unverified 0ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention Jun 1, 2018 ARC Information Retrieval
— Unverified 0Coarse Lexical Frame Acquisition at the Syntax--Semantics Interface Using a Latent-Variable PCFG Model Jun 1, 2018 Clustering Question Answering
— Unverified 0Generating Topic-Oriented Summaries Using Neural Attention Jun 1, 2018 Abstractive Text Summarization Text Summarization
— Unverified 0Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts Jun 1, 2018 Information Retrieval Keyphrase Extraction
— Unverified 0Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network Jun 1, 2018 Abstractive Text Summarization Decoder
— Unverified 0Generative Bridging Network for Neural Sequence Prediction Jun 1, 2018 Abstractive Text Summarization Image Captioning
— Unverified 0Which Scores to Predict in Sentence Regression for Text Summarization? Jun 1, 2018 regression Sentence
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