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Large Language Models

9067 directly classified papers

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Papers

A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval COLING 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022
Does BERT Rediscover a Classical NLP Pipeline? COLING 2022
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022
A BERT-based Language Modeling Framework INTERSPEECH 2022
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model INTERSPEECH 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022
ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition COLING 2022
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022
Semantic-based Pre-training for Dialogue Understanding COLING 2022
Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model COLING 2022
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions COLING 2022
ArT: All-round Thinker for Unsupervised Commonsense Question Answering COLING 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022
Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech INTERSPEECH 2022
Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022