Corpora for Learning the Mutual Relationship between Semantic Relatedness and Textual Entailment May 1, 2016 Natural Language Inference RTE
— Unverified Why and How to Pay Different Attention to Phrase Alignments of Different Intensities Apr 23, 2016 Answer Selection Natural Language Inference
— Unverified Probabilistic Reasoning via Deep Learning: Neural Association Models Mar 24, 2016 Deep Learning Natural Language Inference
— Unverified Sentence Pair Scoring: Towards Unified Framework for Text Comprehension Mar 19, 2016 Natural Language Inference Reading Comprehension
Code Code Available Attention-Based Convolutional Neural Network for Machine Comprehension Feb 13, 2016 Feature Engineering Natural Language Inference
— Unverified From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification Feb 5, 2016 General Classification Multi-Label Classification
Code Code Available Long Short-Term Memory-Networks for Machine Reading Jan 25, 2016 Decoder Language Modeling
Code Code Available Learning to Make Inferences in a Semantic Parsing Task Jan 1, 2016 Machine Translation Natural Language Inference
— Unverified Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Jan 1, 2016 Clustering Information Retrieval
Code Code Available An Empirical Analysis of Formality in Online Communication Jan 1, 2016 Automatic Writing Knowledge Base Population
— Unverified Learning Natural Language Inference with LSTM Dec 30, 2015 Natural Language Inference Sentence
Code Code Available Natural Language Inference by Tree-Based Convolution and Heuristic Matching Dec 28, 2015 Natural Language Inference Sentence
— Unverified ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Dec 16, 2015 Answer Selection Natural Language Inference
Code Code Available Enacting textual entailment and ontologies for automated essay grading in chemical domain Nov 9, 2015 Natural Language Inference
— Unverified Semi-Automatic Construction of a Textual Entailment Dataset: Selecting Candidates with Vector Space Models Nov 1, 2015 Natural Language Inference Question Answering
— Unverified Corpus annotation with a linguistic analysis of the associations between event mentions and spatial expressions Oct 1, 2015 Natural Language Inference Question Answering
— Unverified Reasoning about Entailment with Neural Attention Sep 22, 2015 Natural Language Inference
Code Code Available Estimation of Discourse Segmentation Labels from Crowd Data Sep 1, 2015 Discourse Segmentation Information Retrieval
— Unverified Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model Sep 1, 2015 Coreference Resolution Natural Language Inference
— Unverified A Strong Lexical Matching Method for the Machine Comprehension Test Sep 1, 2015 Common Sense Reasoning Coreference Resolution
— Unverified Recognizing Textual Entailment Using Probabilistic Inference Sep 1, 2015 Information Retrieval Natural Language Inference
— Unverified Idiom Paraphrases: Seventh Heaven vs Cloud Nine Sep 1, 2015 Natural Language Inference Paraphrase Identification
Code Code Available Towards the Unsupervised Acquisition of Implicit Semantic Roles Sep 1, 2015 Natural Language Inference Question Answering
— Unverified Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks. Sep 1, 2015 Natural Language Inference
— Unverified An Exploration of Discourse-Based Sentence Spaces for Compositional Distributional Semantics Sep 1, 2015 Machine Translation Natural Language Inference
— Unverified Predicting Correlations Between Lexical Alignments and Semantic Inferences Sep 1, 2015 Natural Language Inference Semantic Textual Similarity
— Unverified Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity Sep 1, 2015 Natural Language Inference Question Answering
— Unverified Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment Sep 1, 2015 Machine Translation Natural Language Inference
— Unverified Memory-Based Acquisition of Argument Structures and its Application to Implicit Role Detection Sep 1, 2015 Natural Language Inference Question Answering
— Unverified Measuring Semantic Similarity for Bengali Tweets Using WordNet Sep 1, 2015 Document Summarization Multi-Document Summarization
— Unverified Ordering adverbs by their scaling effect on adjective intensity Sep 1, 2015 Clustering Natural Language Inference
— Unverified Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision Sep 1, 2015 Coreference Resolution Image Retrieval
— Unverified Zero Alignment of Verb Arguments in a Parallel Treebank Aug 1, 2015 Information Retrieval Machine Translation
— Unverified Adding Semantics to Data-Driven Paraphrasing Jul 1, 2015 Natural Language Inference
— Unverified Annotating Entailment Relations for Shortanswer Questions Jul 1, 2015 Natural Language Inference Reading Comprehension
— Unverified Discourse-sensitive Automatic Identification of Generic Expressions Jul 1, 2015 Natural Language Inference Question Answering
— Unverified Semantic Parsing for Textual Entailment Jul 1, 2015 Dependency Parsing Natural Language Inference
— Unverified Transition-based Dependency DAG Parsing Using Dynamic Oracles Jul 1, 2015 Dependency Parsing Feature Engineering
— Unverified Exploiting Image Generality for Lexical Entailment Detection Jul 1, 2015 Image Retrieval Lexical Entailment
— Unverified Perceptually Grounded Selectional Preferences Jul 1, 2015 Natural Language Inference Word Sense Disambiguation
— Unverified A Unified Kernel Approach for Learning Typed Sentence Rewritings Jul 1, 2015 Machine Translation Natural Language Inference
— Unverified Concept Extensions as the Basis for Vector-Space Semantics: Combining Distributional and Ontological Information about Entities Jul 1, 2015 Natural Language Inference
— Unverified I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue Jul 1, 2015 Natural Language Inference
— Unverified FrameNet+: Fast Paraphrastic Tripling of FrameNet Jul 1, 2015 Knowledge Base Population Natural Language Inference
— Unverified Structural Representations for Learning Relations between Pairs of Texts Jul 1, 2015 Feature Engineering Natural Language Inference
— Unverified PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification Jul 1, 2015 General Classification Natural Language Inference
— Unverified ECNU: Leveraging Word Embeddings to Boost Performance for Paraphrase in Twitter Jun 1, 2015 Machine Translation Natural Language Inference
— Unverified Recognizing Textual Entailment using Dependency Analysis and Machine Learning Jun 1, 2015 BIG-bench Machine Learning Machine Translation
— Unverified Ckylark: A More Robust PCFG-LA Parser Jun 1, 2015 Machine Translation Natural Language Inference
Code Code Available TALN-UPF: Taxonomy Learning Exploiting CRF-Based Hypernym Extraction on Encyclopedic Definitions Jun 1, 2015 Natural Language Inference Question Answering
— Unverified 