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 HyperGrid Transformers: Towards A Single Model for Multiple Tasks Jan 1, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Learning Chess Blindfolded Jan 1, 2021 Domain Probing Game of Chess
— Unverified Pre-training Text-to-Text Transformers to Write and Reason with Concepts Jan 1, 2021 Common Sense Reasoning Language Modelling
— Unverified K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATION Jan 1, 2021 Chatbot Decoder
Code Code Available Monte-Carlo Planning and Learning with Language Action Value Estimates Jan 1, 2021 Natural Language Understanding reinforcement-learning
— 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 UnNatural Language Inference Dec 30, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Robustness Testing of Language Understanding in Task-Oriented Dialog Dec 30, 2020 Data Augmentation Natural Language Understanding
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 Code Summarization with Structure-induced Transformer Dec 29, 2020 Code Summarization Graph Neural Network
Code Code Available MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining Dec 27, 2020 Mortality Prediction Natural Language Understanding
Code Code Available 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 Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions Dec 21, 2020 Natural Language Understanding Relation Classification
— Unverified CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Exploring Transfer Learning For End-to-End Spoken Language Understanding Dec 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding Dec 14, 2020 Contrastive Learning Knowledge Distillation
— Unverified ParsiNLU: A Suite of Language Understanding Challenges for Persian Dec 11, 2020 Machine Translation Natural Language Inference
Code Code Available Infusing Finetuning with Semantic Dependencies Dec 10, 2020 Natural Language Understanding
Code Code Available Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Dec 9, 2020 Machine Translation Natural Language Understanding
— Unverified Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU Dec 9, 2020 Data Augmentation Generative Adversarial Network
— Unverified Using multiple ASR hypotheses to boost i18n NLU performance Dec 7, 2020 Abstractive Text Summarization Automatic Speech Recognition
— Unverified Improvements and Extensions on Metaphor Detection Dec 7, 2020 Natural Language Understanding
— Unverified 