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Found 5 papers, 2 papers with code
Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition
In this paper, we decompose the sentence into two parts: entity and context, and rethink the relationship between them and model performance from a causal perspective.
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings
Inspired by the fact that words with similar semantic can share a part of weights, we divide the embeddings of words into two parts: unique embedding and class embedding.
Continual Few-shot Intent Detection
Intent detection is at the core of task-oriented dialogue systems.
DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking
Speech Entity Linking aims to recognize and disambiguate named entities in spoken languages.
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning
Second, we construct the plugable multi-modal scene retriever to retrieve scenes represented with pairs of an image and its stylized caption, which are similar to the query image or caption in the large-scale factual data.
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