- Lessons Learned from Applying off-the-shelf BERT: There is no SilverBullet
- Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product
- Dialogue Response Ranking Training with Large-Scale Human Feedback Data
- Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models
- Combining Word and Character Vector Representation on Neural Machine Translation
- The birth of Romanian BERT
- Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems
- Application-Based Coexistence of Different Waveforms on Non-orthogonal Multiple Access
- Word class flexibility: A deep contextualized approach
- Will it Unblend?
- On the Ability of Self-Attention Networks to Recognize Counter Languages
- Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
- LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network
- On Data Augmentation for Extreme Multi-label Classification
- Novel Keyword Extraction and Language Detection Approaches
- Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences
- Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths
- Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph
- Structure Aware Negative Sampling in Knowledge Graphs
- Contrastive Distillation on Intermediate Representations for Language Model Compression
- Utility is in the Eye of the User: A Critique of NLP Leaderboards
- SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery
- On the importance of pre-training data volume for compact language models
- Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference
- Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
- Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions
- Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing
- Learning to Represent Image and Text with Denotation Graph
- Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
- Text Classification Using Label Names Only: A Language Model Self-Training Approach
- https://arxiv.org/abs/2010.08318
- Coarse-to-Fine Pre-training for Named Entity Recognition
- Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
- Not all parameters are born equal: Attention is mostly what you need
- Hierarchical Metadata-Aware Document Categorization under Weak Supervision
- Word2vec Conjecture and A Limitative Result
- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification
- Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor
- Semantic similarity-based approach to enhance supervised classification learning accuracy
- Random Feature Attention
- Few-shot Learning for Slot Tagging with Attentive Relational Network
- Reinforcement Learning with External Knowledge by using Logical Neural Networks
- Hierarchical Transformer for Multilingual Machine Translation
- A SURVEY OF EMBODIED AI: FROM SIMULATORS TO RESEARCH TASKS
- Multimodal VAE Active Inference Controller
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