Phrase-level Self-Attention Networks for Universal Sentence Encoding Oct 1, 2018 Multi-class Classification Natural Language Inference
— Unverified Cross-Pair Text Representations for Answer Sentence Selection Oct 1, 2018 Natural Language Inference Open-Domain Question Answering
Code Code Available Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates Oct 1, 2018 Natural Language Inference Sentiment Analysis
— Unverified Learning Corresponded Rationales for Text Matching Sep 27, 2018 Natural Language Inference Question Answering
— Unverified Answering Science Exam Questions Using Query Rewriting with Background Knowledge Sep 15, 2018 ARC Information Retrieval
— Unverified Improving Natural Language Inference Using External Knowledge in the Science Questions Domain Sep 15, 2018 Knowledge Graphs Natural Language Inference
— Unverified XNLI: Evaluating Cross-lingual Sentence Representations Sep 13, 2018 Cross-Lingual Natural Language Inference Machine Translation
Code Code Available AWE: Asymmetric Word Embedding for Textual Entailment Sep 11, 2018 Natural Language Inference Paraphrase Identification
— Unverified Transforming Question Answering Datasets Into Natural Language Inference Datasets Sep 9, 2018 Natural Language Inference Question Answering
Code Code Available Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations Sep 7, 2018 Natural Language Inference Sentence
Code Code Available Cell-aware Stacked LSTMs for Modeling Sentences Sep 7, 2018 Machine Translation Natural Language Inference
— Unverified UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Sep 3, 2018 Claim Verification Entity Linking
Code Code Available DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention Sep 3, 2018 Fact Verification Natural Language Inference
Code Code Available What can we learn from Semantic Tagging? Aug 29, 2018 Dependency Parsing Multi-Task Learning
— Unverified Bridging Knowledge Gaps in Neural Entailment via Symbolic Models Aug 28, 2018 Natural Language Inference
— Unverified Sentence Embeddings in NLI with Iterative Refinement Encoders Aug 27, 2018 Natural Language Inference Sentence
Code Code Available Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge Aug 26, 2018 BIG-bench Machine Learning Language Modeling
Code Code Available Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding Aug 22, 2018 Natural Language Inference Sentence
Code Code Available Lessons from Natural Language Inference in the Clinical Domain Aug 21, 2018 Natural Language Inference Transfer Learning
Code Code Available SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Aug 16, 2018 Common Sense Reasoning Multiple-choice
— Unverified REGMAPR - Text Matching Made Easy Aug 13, 2018 Natural Language Inference Sentence
— Unverified Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference Aug 12, 2018 Deep Learning Natural Language Inference
— Unverified TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification Aug 10, 2018 Claim Verification Natural Language Inference
Code Code Available WARP-Text: a Web-Based Tool for Annotating Relationships between Pairs of Texts Aug 1, 2018 Machine Translation Natural Language Inference
Code Code Available Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance Aug 1, 2018 General Classification Natural Language Inference
Code Code Available Embedding WordNet Knowledge for Textual Entailment Aug 1, 2018 Feature Engineering Lexical Entailment
— Unverified Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference Aug 1, 2018 Decision Making Machine Translation
— Unverified Towards Coreference for Literary Text: Analyzing Domain-Specific Phenomena Aug 1, 2018 coreference-resolution Coreference Resolution
— Unverified Multiway Attention Networks for Modeling Sentence Pairs Jul 1, 2018 Natural Language Inference Paraphrase Identification
Code Code Available Domain Adaptation for Disease Phrase Matching with Adversarial Networks Jul 1, 2018 Domain Adaptation Entity Linking
— Unverified Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation Jul 1, 2018 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified Connecting Supervised and Unsupervised Sentence Embeddings Jul 1, 2018 Denoising Natural Language Inference
— Unverified Natural Language Inference with Definition Embedding Considering Context On the Fly Jul 1, 2018 Domain Adaptation Information Retrieval
— Unverified BioAMA: Towards an End to End BioMedical Question Answering System Jul 1, 2018 Natural Language Inference NER
— Unverified Discovering Implicit Knowledge with Unary Relations Jul 1, 2018 Deep Learning Knowledge Base Population
Code Code Available Variational Inference and Deep Generative Models Jul 1, 2018 Machine Translation Natural Language Inference
— Unverified Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search Jul 1, 2018 General Classification Image Retrieval
— Unverified Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available Enhancing Sentence Embedding with Generalized Pooling Jun 26, 2018 Author Profiling General Classification
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 GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Jun 14, 2018 image-classification Image Classification
Code Code Available Grounded Textual Entailment Jun 14, 2018 Natural Language Inference
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 What Knowledge is Needed to Solve the RTE5 Textual Entailment Challenge? Jun 10, 2018 Natural Language Inference RTE
— Unverified Stress Test Evaluation for Natural Language Inference Jun 2, 2018 Natural Language Inference Natural Language Understanding
Code Code Available Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks Jun 1, 2018 Binary Classification Classification
— Unverified Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases Jun 1, 2018 General Classification Machine Translation
— Unverified GKR: the Graphical Knowledge Representation for semantic parsing Jun 1, 2018 Natural Language Inference Semantic Parsing
— Unverified 