Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice May 30, 2021 Adversarial Attack Anomaly Detection
Code Code Available Inspecting the concept knowledge graph encoded by modern language models May 27, 2021 Natural Language Understanding Word Embeddings
— Unverified Introducing the Talk Markup Language (TalkML):Adding a little social intelligence to industrial speech interfaces May 24, 2021 Management Natural Language Understanding
— Unverified Improved OOD Generalization via Adversarial Training and Pre-training May 24, 2021 image-classification Image Classification
— Unverified Language Understanding for Field and Service Robots in a Priori Unknown Environments May 21, 2021 Imitation Learning Natural Language Understanding
— Unverified Towards Target-dependent Sentiment Classification in News Articles May 20, 2021 Articles Classification
Code Code Available Is Knowledge Embedding Fully Exploited in Language Understanding? An Empirical Study May 16, 2021 Knowledge Graph Completion Knowledge Graphs
— Unverified Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers May 16, 2021 Natural Language Understanding
— Unverified A Graph Neural Network Approach for Product Relationship Prediction May 12, 2021 Drug Discovery Graph Neural Network
— Unverified Evaluating Gender Bias in Natural Language Inference May 12, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech May 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified XeroAlign: Zero-Shot Cross-lingual Transformer Alignment May 6, 2021 Multilingual NLP Natural Language Understanding
Code Code Available Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods May 5, 2021 Machine Translation Natural Language Understanding
Code Code Available Unreasonable Effectiveness of Rule-Based Heuristics in Solving Russian SuperGLUE Tasks May 3, 2021 Common Sense Reasoning Natural Language Inference
— Unverified RECKONition: a NLP-based system for Industrial Accidents at Work Prevention Apr 29, 2021 Clustering Natural Language Understanding
Code Code Available Multi-class Text Classification using BERT-based Active Learning Apr 27, 2021 Active Learning Classification
— Unverified Semi-supervised Interactive Intent Labeling Apr 27, 2021 Clustering Data Augmentation
— Unverified BERT-CoQAC: BERT-based Conversational Question Answering in Context Apr 23, 2021 Conversational Question Answering Language Modelling
— Unverified Adapting Long Context NLM for ASR Rescoring in Conversational Agents Apr 21, 2021 intent-classification Intent Classification
— Unverified Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Apr 21, 2021 Articles Natural Language Understanding
— Unverified Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems Apr 19, 2021 Dialogue State Tracking Goal-Oriented Dialogue Systems
— Unverified Extracting Temporal Event Relation with Syntax-guided Graph Transformer Apr 19, 2021 Dependency Parsing Natural Language Understanding
Code Code Available AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Apr 18, 2021 Cross-Lingual Transfer Natural Language Understanding
Code Code Available Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available A recipe for annotating grounded clarifications Apr 18, 2021 Natural Language Understanding
— Unverified Sequential Cross-Document Coreference Resolution Apr 17, 2021 coreference-resolution Coreference Resolution
— Unverified Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models Apr 16, 2021 Language Modeling Language Modelling
Code Code Available A Comparative Study on Collecting High-Quality Implicit Reasonings at a Large-scale Apr 16, 2021 Natural Language Understanding
— Unverified Natural Language Understanding with Privacy-Preserving BERT Apr 15, 2021 Language Modelling Natural Language Understanding
— Unverified Zero-Resource Multi-Dialectal Arabic Natural Language Understanding Apr 14, 2021 named-entity-recognition Named Entity Recognition
— Unverified Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Apr 13, 2021 Natural Language Understanding Navigate
— Unverified Few-shot Intent Classification and Slot Filling with Retrieved Examples Apr 12, 2021 Classification Few-Shot Learning
— Unverified Targeted Adversarial Training for Natural Language Understanding Apr 12, 2021 Natural Language Understanding
— Unverified Not All Attention Is All You Need Apr 10, 2021 All Document Classification
— Unverified Discrete Reasoning Templates for Natural Language Understanding Apr 5, 2021 Natural Language Understanding Reading Comprehension
— Unverified Exploring Transformers in Emotion Recognition: a comparison of BERT, DistillBERT, RoBERTa, XLNet and ELECTRA Apr 5, 2021 Emotion Recognition Natural Language Understanding
— Unverified Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Apr 5, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified What Will it Take to Fix Benchmarking in Natural Language Understanding? Apr 5, 2021 Benchmarking Natural Language Understanding
— Unverified Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems Apr 3, 2021 Data Augmentation General Classification
— Unverified Low-Resource Language Modelling of South African Languages Apr 1, 2021 Language Modelling Natural Language Understanding
Code Code Available Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? Apr 1, 2021 Machine Reading Comprehension Natural Language Understanding
Code Code Available Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis Apr 1, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation Apr 1, 2021 Language Modeling Language Modelling
— Unverified Collaborative construction of lexicographic and parallel datasets for African languages: first assessment Mar 30, 2021 Natural Language Understanding
— Unverified Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies Mar 29, 2021 Language Modeling Language Modelling
— Unverified Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web Mar 29, 2021 Entity Embeddings Graph Learning
— Unverified Industry Scale Semi-Supervised Learning for Natural Language Understanding Mar 29, 2021 intent-classification Intent Classification
— Unverified Are Multilingual Models Effective in Code-Switching? Mar 24, 2021 named-entity-recognition Named Entity Recognition
— Unverified The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Mar 23, 2021 Information Retrieval Knowledge Distillation
— Unverified 