FeelsGoodMan: Inferring Semantics of Twitch Neologisms Nov 16, 2021 Natural Language Understanding Sentiment Analysis
— Unverified The Dark Side of the Language: Pre-trained Transformers in the DarkNet Nov 16, 2021 Natural Language Understanding
— Unverified Probing Position-Aware Attention Mechanism in Long Document Understanding Nov 16, 2021 document understanding Natural Language Understanding
— Unverified Stable Natural Language Understanding via Invariant Causal Constraint Nov 16, 2021 Natural Language Understanding
— Unverified FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding Nov 16, 2021 Benchmarking Natural Language Understanding
— Unverified Local Structure Matters Most: Perturbation Study in NLU Nov 16, 2021 Natural Language Understanding Position
— Unverified KALA: Knowledge-Augmented Language Model Adaptation Nov 16, 2021 Domain Adaptation General Knowledge
— Unverified RoMe: A Robust Metric for Evaluating Natural Language Generation Nov 16, 2021 Natural Language Understanding Semantic Similarity
— Unverified Things not Written in Text: Exploring Spatial Commonsense from Visual Signals Nov 16, 2021 Image Generation Natural Language Understanding
— Unverified On Transferability of Prompt Tuning for Natural Language Processing Nov 12, 2021 Natural Language Understanding Transfer Learning
Code Code Available An Enactivist account of Mind Reading in Natural Language Understanding Nov 11, 2021 Formal Logic Natural Language Understanding
— Unverified Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Nov 10, 2021 Cross-Lingual Transfer Meta-Learning
— Unverified Ontology-based question answering over corporate structured data Nov 8, 2021 Natural Language Understanding Question Answering
— Unverified TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Nov 7, 2021 Contrastive Learning Natural Language Understanding
Code Code Available CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Nov 4, 2021 Adversarial Attack Adversarial Robustness
Code Code Available A Case Study and Qualitative Analysis of Simple Cross-Lingual Opinion Mining Nov 3, 2021 Articles Marketing
Code Code Available Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Nov 2, 2021 Natural Language Understanding Transfer Learning
Code Code Available FrameNet-like Annotation of Olfactory Information in Texts Nov 1, 2021 Natural Language Understanding
— Unverified A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English Nov 1, 2021 coreference-resolution Coreference Resolution
— Unverified Semi-supervised Intent Discovery with Contrastive Learning Nov 1, 2021 Clustering Contrastive Learning
— Unverified Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants Nov 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Self-training with Few-shot Rationalization Nov 1, 2021 Decision Making Natural Language Understanding
— Unverified An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification Nov 1, 2021 Language Identification Natural Language Understanding
Code Code Available Rethinking Denoised Auto-Encoding in Language Pre-Training Nov 1, 2021 Natural Language Understanding Sentence
— Unverified Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph Nov 1, 2021 Graph Embedding Knowledge Graph Embedding
Code Code Available How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Nov 1, 2021 Adversarial Robustness All
— Unverified Named Entity Recognition in the Romanian Legal Domain Nov 1, 2021 named-entity-recognition Named Entity Recognition
Code Code Available A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit Nov 1, 2021 Abusive Language Natural Language Understanding
Code Code Available On the Role of Corpus Ordering in Language Modeling Nov 1, 2021 Language Acquisition Language Modeling
— Unverified NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM Oct 28, 2021 Knowledge Distillation Natural Language Understanding
— Unverified Ask me in your own words: paraphrasing for multitask question answering Oct 27, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available Discontinuous Grammar as a Foreign Language Oct 20, 2021 Machine Translation Natural Language Understanding
Code Code Available Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant Oct 19, 2021 Natural Language Understanding Recommendation Systems
— Unverified Newsalyze: Effective Communication of Person-Targeting Biases in News Articles Oct 18, 2021 Articles Natural Language Understanding
— Unverified How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Oct 16, 2021 Natural Language Understanding
— Unverified Collaborative Multi-Task Representation for Natural Language Understanding Oct 16, 2021 Multi-Task Learning Natural Language Understanding
— Unverified TableFormer: Robust Transformer Modeling for Table-Text Encoding Oct 16, 2021 Natural Language Understanding
— Unverified Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding Oct 16, 2021 Knowledge Distillation Model Compression
— Unverified Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher Oct 16, 2021 image-classification Image Classification
— Unverified NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment Oct 13, 2021 Natural Language Understanding Reinforcement Learning (RL)
— Unverified Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Oct 12, 2021 Claim Verification Natural Language Understanding
Code Code Available AutoNLU: Detecting, root-causing, and fixing NLU model errors Oct 12, 2021 Active Learning Natural Language Understanding
— Unverified Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Oct 9, 2021 Chunking In-Context Learning
— Unverified LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network Oct 6, 2021 Intent Detection Natural Language Understanding
— Unverified KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks Oct 6, 2021 Emotion Recognition Emotion Recognition in Conversation
Code Code Available NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback Oct 5, 2021 Deep Reinforcement Learning intent-classification
— Unverified LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Oct 3, 2021 Multi-class Classification Multi-Label Classification
Code Code Available 