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- Generalizzazione zero-shot (10:41, 10 set 2024)
- Parameter-Efficient Fine-Tuning (10:49, 10 set 2024)
- Modello linguistico di grandi dimensioni (11:09, 10 set 2024)
- A Comprehensive Overview of Large Language Models (11:15, 10 set 2024)
- Sequence to Sequence (seq2seq) (12:19, 10 set 2024)
- XLM-RoBERTa (13:28, 10 set 2024)
- RoBERTa: A Robustly Optimized BERT Pretraining Approach (13:29, 10 set 2024)
- FANNG: Fast Approximate Nearest Neighbour Graphs (13:40, 10 set 2024)
- Learning long-term dependencies with gradient descent is difficult (10:16, 17 set 2024)
- On the difficulty of training recurrent neural networks (10:17, 17 set 2024)
- BERT Rediscovers the Classical NLP Pipeline (22:01, 29 set 2024)
- Are Sixteen Heads Really Better than One? (22:02, 29 set 2024)
- Speculative Decoding (06:01, 3 ott 2024)
- Fast Inference from Transformers via Speculative Decoding (06:01, 3 ott 2024)
- MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection (21:10, 5 ott 2024)
- Topic Segmentation (19:27, 6 ott 2024)
- Unsupervised Topic Segmentation of Meetings with BERT Embeddings (19:27, 6 ott 2024)
- KeyBERT (19:37, 6 ott 2024)
- COIL: Revisit exact lexical match in information retrieval with contextualized inverted list (12:56, 15 ott 2024)
- Context-Aware Term Weighting For First Stage Passage Retrieval (13:00, 15 ott 2024)
- M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation (13:02, 15 ott 2024)
- A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques (13:02, 15 ott 2024)
- Microsoft Machine Reading Comprehension (MS MARCO) (13:06, 15 ott 2024)
- Softmax (09:06, 21 nov 2024)
- Dense Passage Retrieval for Open-Domain Question Answering (13:25, 24 nov 2024)
- Neural Information Retrieval (13:28, 24 nov 2024)
- Unsupervised Dense Information Retrieval with Contrastive Learning (13:34, 24 nov 2024)
- Reading Wikipedia to Answer Open-Domain Questions (14:01, 25 nov 2024)
- Reading Comprehension Task (RC) (14:54, 25 nov 2024)
- Causal Language Modeling (CLM) (14:55, 25 nov 2024)
- Open-Domain Question Answering (ODQA) (14:55, 25 nov 2024)
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (15:03, 25 nov 2024)
- Contriever (17:46, 25 nov 2024)
- MemGPT: Towards LLMs as Operating Systems (12:15, 26 nov 2024)
- MemGPT (12:16, 26 nov 2024)
- Massive Multitask Language Understanding (17:11, 26 nov 2024)
- Transformer (Architettura di Deep Learning) (21:36, 27 nov 2024)
- The Natural Language Decathlon: Multitask Learning as Question Answering (21:39, 27 nov 2024)
- Training Compute-Optimal Large Language Models (22:39, 27 nov 2024)
- Macchine di Boltzmann Restrittive (RBM) (23:23, 27 nov 2024)
- Apprendimento Auto-Supervisionato (07:53, 28 nov 2024)
- An algorithm for suffix stripping (16:29, 1 dic 2024)
- Porter Stemmer (18:02, 1 dic 2024)
- Attention (Machine Learning) (07:21, 2 dic 2024)
- Sequence to Sequence Learning with Neural Networks (12/12/2014) (08:52, 2 dic 2024)
- Decoding Intelligence: A Framework for Certifying Knowledge Comprehension in LLMs (13:24, 2 dic 2024)
- Are Large Language Models Geospatially Knowledgeable? (13:28, 2 dic 2024)
- Estimating Knowledge in Large Language Models Without Generating a Single Token (14:03, 2 dic 2024)
- Autoencoder (17:42, 2 dic 2024)
- Crawling the Internal Knowledge-Base of Language Models (18:54, 2 dic 2024)