Probing Multilingual Sentence Representations With X-Probe Jun 12, 2019 Natural Language Inference Sentence
— Unverified PerspectroScope: A Window to the World of Diverse Perspectives Jun 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available Multimodal Logical Inference System for Visual-Textual Entailment Jun 10, 2019 Automated Theorem Proving Natural Language Inference
— Unverified Classifying the reported ability in clinical mobility descriptions Jun 7, 2019 Natural Language Inference Negation
— Unverified An Imitation Learning Approach to Unsupervised Parsing Jun 5, 2019 Imitation Learning Language Modeling
Code Code Available A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching Jun 4, 2019 Decoder Natural Language Inference
— Unverified SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference Jun 4, 2019 Lexical Entailment Natural Language Inference
Code Code Available SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings Jun 1, 2019 General Classification Natural Language Inference
— Unverified Deep Learning for Natural Language Inference Jun 1, 2019 Deep Learning Natural Language Inference
— Unverified Recursive Routing Networks: Learning to Compose Modules for Language Understanding Jun 1, 2019 Decision Making Natural Language Inference
— Unverified Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting Jun 1, 2019 Data Augmentation Machine Translation
— Unverified Composition of Sentence Embeddings: Lessons from Statistical Relational Learning Jun 1, 2019 Natural Language Inference Prediction
— Unverified Threshold-Based Retrieval and Textual Entailment Detection on Legal Bar Exam Questions May 30, 2019 Natural Language Inference Question Answering
— Unverified A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models May 29, 2019 Machine Translation Natural Language Inference
Code Code Available XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering May 27, 2019 Cross-Lingual Natural Language Inference Data Augmentation
— Unverified Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction May 21, 2019 Answer Selection Extractive Summarization
— Unverified HellaSwag: Can a Machine Really Finish Your Sentence? May 19, 2019 HellaSwag Natural Language Inference
Code Code Available BERTSel: Answer Selection with Pre-trained Models May 18, 2019 Answer Selection Natural Language Inference
Code Code Available Story Ending Prediction by Transferable BERT May 17, 2019 Language Modeling Language Modelling
Code Code Available ERNIE: Enhanced Language Representation with Informative Entities May 17, 2019 Entity Linking Entity Typing
Code Code Available Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language May 17, 2019 Natural Language Inference Paraphrase Identification
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Misleading Failures of Partial-input Baselines May 14, 2019 Natural Language Inference Visual Question Answering (VQA)
— Unverified Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks May 13, 2019 Natural Language Inference text-classification
Code Code Available A logical-based corpus for cross-lingual evaluation May 10, 2019 Cross-Lingual Transfer Natural Language Inference
Code Code Available Questions in Dependent Type Semantics May 1, 2019 Natural Language Inference RTE
— Unverified Natural Language Inference with Monotonicity May 1, 2019 Natural Language Inference
— Unverified Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming May 1, 2019 Logical Reasoning Natural Language Inference
Code Code Available Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning May 1, 2019 Natural Language Inference Prediction
— Unverified HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning Apr 27, 2019 Data Augmentation Natural Language Inference
Code Code Available Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference Apr 27, 2019 Language Modeling Language Modelling
Code Code Available Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Apr 25, 2019 CCG Supertagging Language Modeling
— Unverified Generating Token-Level Explanations for Natural Language Inference Apr 24, 2019 Multiple Instance Learning Natural Language Inference
— Unverified Understanding Roles and Entities: Datasets and Models for Natural Language Inference Apr 22, 2019 Natural Language Inference
— Unverified Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding Apr 20, 2019 Ensemble Learning Knowledge Distillation
— Unverified Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Apr 19, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available ERNIE: Enhanced Representation through Knowledge Integration Apr 19, 2019 Chinese Named Entity Recognition Chinese Sentence Pair Classification
Code Code Available Evaluating Coherence in Dialogue Systems using Entailment Apr 6, 2019 Dialogue Evaluation Diversity
Code Code Available Composition of Sentence Embeddings:Lessons from Statistical Relational Learning Apr 4, 2019 Natural Language Inference Prediction
— Unverified Temporal and Aspectual Entailment Apr 2, 2019 Natural Language Inference
Code Code Available Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Apr 2, 2019 Natural Language Inference
Code Code Available Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Mar 28, 2019 Natural Language Inference Sentence
Code Code Available Learning To Avoid Negative Transfer in Few Shot Transfer Learning Mar 24, 2019 Few-Shot Learning Natural Language Inference
— Unverified Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Mar 22, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available LINSPECTOR: Multilingual Probing Tasks for Word Representations Mar 22, 2019 Dependency Parsing named-entity-recognition
Code Code Available Adversarial attacks against Fact Extraction and VERification Mar 13, 2019 Fact Checking Information Retrieval
— Unverified Inherent Disagreements in Human Textual Inferences Mar 1, 2019 Natural Language Inference RTE
— Unverified Star-Transformer Feb 25, 2019 Named Entity Recognition (NER) Natural Language Inference
Code Code Available Cooperative Learning of Disjoint Syntax and Semantics Feb 25, 2019 Domain Generalization Natural Language Inference
Code Code Available BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning Feb 7, 2019 Multi-Task Learning Natural Language Inference
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