Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Feb 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Commonsense Knowledge Mining from Term Definitions Feb 1, 2021 Knowledge Graphs Natural Language Understanding
Code Code Available 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 VisualMRC: Machine Reading Comprehension on Document Images Jan 27, 2021 Machine Reading Comprehension Natural Language Understanding
Code Code Available LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction Jan 27, 2021 Diversity Natural Language Inference
Code Code Available Spark NLP: Natural Language Understanding at Scale Jan 26, 2021 BIG-bench Machine Learning Natural Language Understanding
Code Code Available Exploring Transitivity in Neural NLI Models through Veridicality Jan 26, 2021 Natural Language Inference Natural Language Understanding
Code Code Available RomeBERT: Robust Training of Multi-Exit BERT Jan 24, 2021 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 What Makes Good In-Context Examples for GPT-3? Jan 17, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search Jan 15, 2021 Graph Neural Network Natural Language Understanding
Code Code Available A character representation enhanced on-device Intent Classification Jan 12, 2021 Classification General Classification
— Unverified CoNFET: An English Sentence to Emojis Translation Algorithm Jan 6, 2021 Natural Language Understanding Sentence
Code Code Available EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Jan 6, 2021 Extractive Question-Answering GPU
— Unverified I-BERT: Integer-only BERT Quantization Jan 5, 2021 GPU Natural Language Inference
Code Code Available RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge Jan 2, 2021 counterfactual Counterfactual Reasoning
— Unverified BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
Code Code Available Discourse-level Relation Extraction via Graph Pooling Jan 1, 2021 Natural Language Understanding Relation
— Unverified 