XLNet: Generalized Autoregressive Pretraining for Language Understanding

https://yiyibooks.cn/arxiv/1906.08237v2/index.html

Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

https://yiyibooks.cn/arxiv/2106.06103v1/index.html

KTO: Model Alignment as Prospect Theoretic Optimization

https://yiyibooks.cn/arxiv/2402.01306v1/index.html

OLMo: Accelerating the Science of Language Models

https://yiyibooks.cn/arxiv/2402.00838v3/index.html

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

https://yiyibooks.cn/arxiv/2402.00159v1/index.html

Beyond Language Models: Byte Models are Digital World Simulators

https://yiyibooks.cn/arxiv/2402.19155v1/index.html

Gemma: Open Models Based on Gemini Research and Technology

https://yiyibooks.cn/arxiv/2403.08295v1/index.html

HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units

https://yiyibooks.cn/arxiv/2106.07447v1/index.html

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

https://yiyibooks.cn/arxiv/1802.03426v3/index.html

RAFT: Adapting Language Model to Domain Specific RAG

https://yiyibooks.cn/arxiv/2403.10131v1/index.html

A New Look at Survey Propagation and its Generalizations

https://yiyibooks.cn/arxiv/cs.0409012v3/index.html

Quantum state transfer and entanglement distribution among distant nodes in a quantum network

https://yiyibooks.cn/arxiv/quant-ph.9611017v1/index.html

Uni-SMART: Universal Science Multimodal Analysis and Research Transformer

https://yiyibooks.cn/arxiv/2403.10301v1/index.html

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

https://yiyibooks.cn/arxiv/2403.09629v1/index.html

Focal Loss for Dense Object Detection

https://yiyibooks.cn/arxiv/1708.02002v2/index.html

Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning

https://yiyibooks.cn/arxiv/2305.09246v1/index.html

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

https://yiyibooks.cn/arxiv/2305.02301v2/index.html

Very Deep Convolutional Networks for Large-Scale Image Recognition

https://yiyibooks.cn/arxiv/1409.1556v6/index.html

Going Deeper with Convolutions

https://yiyibooks.cn/arxiv/1409.4842v1/index.html

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

https://yiyibooks.cn/arxiv/1502.03167v3/index.html

Rethinking the Inception Architecture for Computer Vision

https://yiyibooks.cn/arxiv/1512.00567v3/index.html

Squeeze-and-Excitation Networks

https://yiyibooks.cn/arxiv/1709.01507v4/index.html

SSD: Single Shot MultiBox Detector

https://yiyibooks.cn/arxiv/1512.02325v5/index.html

Deformable Convolutional Networks

https://yiyibooks.cn/arxiv/1703.06211v3/index.html

R-FCN: Object Detection via Region-based Fully Convolutional Networks

https://yiyibooks.cn/arxiv/1605.06409v3/index.html

Feature Pyramid Networks for Object Detection

https://yiyibooks.cn/arxiv/1612.03144v2/index.html

An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition

https://yiyibooks.cn/arxiv/1507.05717v1/index.html

Detecting Text in Natural Image with Connectionist Text Proposal Network

https://yiyibooks.cn/arxiv/1609.03605v1/index.html

MobileNetV2: Inverted Residuals and Linear Bottlenecks

https://yiyibooks.cn/arxiv/1801.04381v4/index.html

U-Net: Convolutional Networks for Biomedical Image Segmentation

https://yiyibooks.cn/arxiv/1505.04597v1/index.html

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

https://yiyibooks.cn/arxiv/1609.04802v5/index.html

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

https://yiyibooks.cn/arxiv/1809.00219v2/index.html

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

https://yiyibooks.cn/arxiv/1905.11946v5/index.html

Distributed Representations of Sentences and Documents

https://yiyibooks.cn/arxiv/1405.4053v2/index.html

Neural Architecture Search with Reinforcement Learning

https://yiyibooks.cn/arxiv/1611.01578v2/index.html

EfficientDet: Scalable and Efficient Object Detection

https://yiyibooks.cn/arxiv/1911.09070v7/index.html

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

https://yiyibooks.cn/arxiv/1904.08779v3/index.html

AutoAugment: Learning Augmentation Policies from Data

https://yiyibooks.cn/arxiv/1805.09501v3/index.html

RandAugment: Practical automated data augmentation with a reduced search space

https://yiyibooks.cn/arxiv/1909.13719v2/index.html

Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions

https://yiyibooks.cn/arxiv/1712.05884v2/index.html

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

https://yiyibooks.cn/arxiv/2301.13688v2/index.html

Generative Adversarial Networks

https://yiyibooks.cn/arxiv/1406.2661v1/index.html

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

https://yiyibooks.cn/arxiv/1406.1078v3/index.html

Graph Attention Networks

https://yiyibooks.cn/arxiv/1710.10903v3/index.html

Regeneration Learning: A Learning Paradigm for Data Generation

https://yiyibooks.cn/arxiv/2301.08846v1/index.html

Managing AI Risks in an Era of Rapid Progress

https://yiyibooks.cn/arxiv/2310.17688v2/index.html

Model evaluation for extreme risks

https://yiyibooks.cn/arxiv/2305.15324v2/index.html

GFlowNet Foundations

https://yiyibooks.cn/arxiv/2111.09266v4/index.html

Benchmarking Graph Neural Networks

https://yiyibooks.cn/arxiv/2003.00982v5/index.html

Improving neural networks by preventing co-adaptation of feature detectors

https://yiyibooks.cn/arxiv/1207.0580v1/index.html

A Simple Framework for Contrastive Learning of Visual Representations

https://yiyibooks.cn/arxiv/2002.05709v3/index.html

Layer Normalization

https://yiyibooks.cn/arxiv/1607.06450v1/index.html

Dynamic Routing Between Capsules

https://yiyibooks.cn/arxiv/1710.09829v2/index.html

When Does Label Smoothing Help?

https://yiyibooks.cn/arxiv/1906.02629v3/index.html

Wu's Method can Boost Symbolic AI to Rival Silver Medalists and AlphaGeometry to Outperform Gold Medalists at IMO Geometry

https://yiyibooks.cn/arxiv/2404.06405v1/index.html

Learn Your Reference Model for Real Good Alignment

https://yiyibooks.cn/arxiv/2404.09656v1/index.html

Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation

https://yiyibooks.cn/arxiv/2304.00884v1/index.html

Generative Active Learning for the Search of Small-molecule Protein Binders

https://yiyibooks.cn/arxiv/2405.01616v1/index.html

Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task

https://yiyibooks.cn/arxiv/2310.06504v1/index.html

Speech-based Slot Filling using Large Language Models

https://yiyibooks.cn/arxiv/2311.07418v1/index.html

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents

https://yiyibooks.cn/arxiv/2305.13040v5/index.html

MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines

https://yiyibooks.cn/arxiv/2007.12720v1/index.html

STAR: A Schema-Guided Dialog Dataset for Transfer Learning

https://yiyibooks.cn/arxiv/2010.11853v1/index.html

AnyTOD: A Programmable Task-Oriented Dialog System

https://yiyibooks.cn/arxiv/2212.09939v2/index.html

Schema-Guided Dialogue State Tracking Task at DSTC8

https://yiyibooks.cn/arxiv/2002.01359v1/index.html

Task-Oriented Dialogue with In-Context Learning

https://yiyibooks.cn/arxiv/2402.12234v1/index.html

Your Transformer is Secretly Linear

https://yiyibooks.cn/arxiv/2405.12250v1/index.html

NAT: Noise-Aware Training for Robust Neural Sequence Labeling

https://yiyibooks.cn/arxiv/2005.07162v1/index.html

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling

https://yiyibooks.cn/arxiv/2208.11508v3/index.html

Block Transformer: Global-to-Local Language Modeling for Fast Inference

https://yiyibooks.cn/arxiv/2406.02657v1/index.html

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning

https://yiyibooks.cn/arxiv/2406.08973v1/index.html

The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

https://yiyibooks.cn/arxiv/2106.03193v1/index.html

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning

https://yiyibooks.cn/arxiv/2406.03049v1/index.html

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units

https://yiyibooks.cn/arxiv/2212.08055v2/index.html

Bootstrapping Language Models with DPO Implicit Rewards

https://yiyibooks.cn/arxiv/2406.09760v1/index.html

CVSS Corpus and Massively Multilingual Speech-to-Speech Translation

https://yiyibooks.cn/arxiv/2201.03713v3/index.html

Probing the Decision Boundaries of In-context Learning in Large Language Models

https://yiyibooks.cn/arxiv/2406.11233v1/index.html

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

https://yiyibooks.cn/arxiv/2406.18629v1/index.html

Scaling Synthetic Data Creation with 1,000,000,000 Personas

https://yiyibooks.cn/arxiv/2406.20094v1/index.html

WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit

https://yiyibooks.cn/arxiv/2102.01547v5/index.html

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

https://yiyibooks.cn/arxiv/2407.03320v1/index.html

Adam-mini: Use Fewer Learning Rates To Gain More

https://yiyibooks.cn/arxiv/2406.16793v5/index.html

MAVIS: Mathematical Visual Instruction Tuning

https://yiyibooks.cn/arxiv/2407.08739v1/index.html

Efficient Monotonic Multihead Attention

https://yiyibooks.cn/arxiv/2312.04515v1/index.html

First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs

https://yiyibooks.cn/arxiv/1408.2873v2/index.html

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages

https://yiyibooks.cn/arxiv/2407.05975v1/index.html

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

https://yiyibooks.cn/arxiv/2407.13623v1/index.html

Language Model Can Listen While Speaking

https://yiyibooks.cn/arxiv/2408.02622v1/index.html

Sequence Generation with Label Augmentation for Relation Extraction

https://yiyibooks.cn/arxiv/2212.14266v2/index.html

BioMamba: A Pre-trained Biomedical Language Representation Model Leveraging Mamba

https://yiyibooks.cn/arxiv/2408.02600v1/index.html

VITA: Towards Open-Source Interactive Omni Multimodal LLM

https://yiyibooks.cn/arxiv/2408.05211v1/index.html

SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher

https://yiyibooks.cn/arxiv/2408.14176v1/index.html

Investigating End-to-End ASR Architectures for Long Form Audio Transcription

https://yiyibooks.cn/arxiv/2309.09950v2/index.html

VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters

https://yiyibooks.cn/arxiv/2408.17253v1/index.html

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

https://yiyibooks.cn/arxiv/2408.15545v2/index.html

Law of Vision Representation in MLLMs

https://yiyibooks.cn/arxiv/2408.16357v1/index.html

Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain

https://yiyibooks.cn/arxiv/2409.01357v1/index.html

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever

https://yiyibooks.cn/arxiv/2408.16672v3/index.html

FuzzCoder: Byte-level Fuzzing Test via Large Language Model

https://yiyibooks.cn/arxiv/2409.01944v1/index.html

Building Math Agents with Multi-Turn Iterative Preference Learning

https://yiyibooks.cn/arxiv/2409.02392v1/index.html

WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild

https://yiyibooks.cn/arxiv/2409.03753v1/index.html

CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation

https://yiyibooks.cn/arxiv/2409.03643v1/index.html

Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation

https://yiyibooks.cn/arxiv/2408.00205v1/index.html

ProteinBench: A Holistic Evaluation of Protein Foundation Models

https://yiyibooks.cn/arxiv/2409.06744v1/index.html

Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue

https://yiyibooks.cn/arxiv/2406.14457v1/index.html

LLMs + Persona-Plug = Personalized LLMs

https://yiyibooks.cn/arxiv/2409.11901v1/index.html

Self-Harmonized Chain of Thought

https://yiyibooks.cn/arxiv/2409.04057v1/index.html

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning

https://yiyibooks.cn/arxiv/2410.01044v1/index.html

Addition is All You Need for Energy-efficient Language Models

https://yiyibooks.cn/arxiv/2410.00907v2/index.html

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

https://yiyibooks.cn/arxiv/2410.18889v1/index.html

Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration

https://yiyibooks.cn/arxiv/2410.18076v1/index.html

Constraint Back-translation Improves Complex Instruction Following of Large Language Models

https://yiyibooks.cn/arxiv/2410.24175v1/index.html

Toxicity of the Commons: Curating Open-Source Pre-Training Data

https://yiyibooks.cn/arxiv/2410.22587v1/index.html