An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages Jan 31, 2021 Entity Disambiguation Entity Linking
— Unverified Fine-tuning BERT-based models for Plant Health Bulletin Classification Jan 29, 2021 Classification General Classification
Code Code Available Knowledge-driven Natural Language Understanding of English Text and its Applications Jan 27, 2021 Natural Language Understanding Question Answering
— Unverified Exploring Transitivity in Neural NLI Models through Veridicality Jan 26, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Training Multilingual Pre-trained Language Model with Byte-level Subwords Jan 23, 2021 Language Modeling Language Modelling
— Unverified Multi-sense embeddings through a word sense disambiguation process Jan 21, 2021 Natural Language Understanding Word Embeddings
Code Code Available A survey of joint intent detection and slot-filling models in natural language understanding Jan 20, 2021 Classification General Classification
— Unverified Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference Jan 19, 2021 Natural Language Inference Natural Language Understanding
— Unverified Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models Jan 18, 2021 Language Modeling Language Modelling
Code Code Available Understanding in Artificial Intelligence Jan 17, 2021 Natural Language Understanding Question Answering
— Unverified A character representation enhanced on-device Intent Classification Jan 12, 2021 Classification General Classification
— Unverified EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Jan 6, 2021 Extractive Question-Answering GPU
— Unverified CoNFET: An English Sentence to Emojis Translation Algorithm Jan 6, 2021 Natural Language Understanding Sentence
Code Code Available RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge Jan 2, 2021 counterfactual Counterfactual Reasoning
— Unverified HyperGrid Transformers: Towards A Single Model for Multiple Tasks Jan 1, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Monte-Carlo Planning and Learning with Language Action Value Estimates Jan 1, 2021 Natural Language Understanding reinforcement-learning
— Unverified Learning Chess Blindfolded Jan 1, 2021 Domain Probing Game of Chess
— Unverified Discourse-level Relation Extraction via Graph Pooling Jan 1, 2021 Natural Language Understanding Relation
— Unverified Pre-training Text-to-Text Transformers to Write and Reason with Concepts Jan 1, 2021 Common Sense Reasoning Language Modelling
— Unverified Later Span Adaptation for Language Understanding Jan 1, 2021 Natural Language Understanding Sentence
— Unverified Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
Code Code Available Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Dec 30, 2020 Natural Language Inference Natural Language Understanding
— Unverified Accurate Word Representations with Universal Visual Guidance Dec 30, 2020 Machine Translation Natural Language Understanding
— Unverified My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism Dec 27, 2020 Common Sense Reasoning Natural Language Understanding
Code Code Available I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Dec 24, 2020 Natural Language Understanding
— Unverified 