NLP latest paper paper record

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

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Origin blog.csdn.net/BGoodHabit/article/details/108620583
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