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Collections including paper arxiv:2412.13663

A Comparative Study on Automatic Coding of Medical Letters with Explainability

Paper • 2407.13638 • Published Jul 18, 2024 • 5
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Paper • 2407.07061 • Published Jul 9, 2024 • 27
AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3, 2024 • 51
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions

Paper • 2407.06723 • Published Jul 9, 2024 • 11

Papers - Text - Encoders - Bert

Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings

Paper • 2305.13571 • Published May 23, 2023 • 2
BERTs are Generative In-Context Learners

Paper • 2406.04823 • Published Jun 7, 2024 • 1
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 125
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Paper • 2006.11477 • Published Jun 20, 2020 • 6

Papers - Embeddings - Text

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 48
2D Matryoshka Sentence Embeddings

Paper • 2402.14776 • Published Feb 22, 2024 • 6
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 125

Papers - Text - Classification

LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding

Paper • 2306.14924 • Published Jun 23, 2023 • 2
When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes

Paper • 2404.12365 • Published Apr 18, 2024 • 1
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

Paper • 2311.06668 • Published Nov 11, 2023 • 5
Wave Network: An Ultra-Small Language Model

Paper • 2411.02674 • Published Nov 4, 2024 • 3

To read... eventually

A collection of papers that i have read or plan to read all in one place. Includes a wide range of topics.

about 15 hours ago

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14, 2024 • 126
Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19, 2024 • 51
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6, 2024 • 14
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 65

Papers - Encoders

Functional Interpolation for Relative Positions Improves Long Context Transformers

Paper • 2310.04418 • Published Oct 6, 2023 • 4
SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs

Paper • 2106.09997 • Published Jun 18, 2021 • 2
Neural Machine Translation of Rare Words with Subword Units

Paper • 1508.07909 • Published Aug 31, 2015 • 4
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models

Paper • 2403.14438 • Published Mar 21, 2024 • 2

Papers - Text - Bidirectional Encoders

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Paper • 1901.08746 • Published Jan 25, 2019 • 3
Pretraining-Based Natural Language Generation for Text Summarization

Paper • 1902.09243 • Published Feb 25, 2019 • 2
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Paper • 2006.03654 • Published Jun 5, 2020 • 3

Papers - Text - Encoders

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 16
Transformers Can Achieve Length Generalization But Not Robustly

Paper • 2402.09371 • Published Feb 14, 2024 • 14
Triple-Encoders: Representations That Fire Together, Wire Together

Paper • 2402.12332 • Published Feb 19, 2024 • 2
BERTs are Generative In-Context Learners

Paper • 2406.04823 • Published Jun 7, 2024 • 1

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 21
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 12
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 67

DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5, 2024 • 36
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 63
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 182
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

Paper • 2309.01131 • Published Sep 3, 2023 • 1

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