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— A —

AAAI 162 papers #

ACL 651 papers #

Agentic 181 papers #

ALT 4 papers #

Multi-modal Understanding And Generation For Medical Images And Text Via Vision-language Pre-training (2022) • IEEE Journal of Biomedical and Health Informatics • 134 citations
Moon et al.
Domain-specific Language Model Pretraining For Biomedical Natural Language Processing (2021) • ACM Transactions on Computing for Healthcare • 1369 citations
Gu et al.
Learning To Summarize Radiology Findings (2018) • Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis • 117 citations
Zhang et al.
Learning To Summarize Radiology Findings (2018) • Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis • 117 citations
Zhang et al.

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Applications 271 papers #

ASRU 8 papers #

Attention Mechanism 1 paper #

A Survey On Large Language Models For Recommendation (2024) • World Wide Web • 100 citations
Wu et al.

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— C —

CIKM 10 papers #

Coling 17 papers #

CVPR 188 papers #

— D —

Datasets 897 papers #

Dialogue & Multi Turn 32 papers #

— E —

EACL 11 papers #

Efficiency 474 papers #

Efficiency And Optimization 1 paper #

Large Language Models Are Effective Text Rankers With Pairwise Ranking Prompting (2024) • Findings of the Association for Computational Linguistics: NAACL 2024 • 66 citations
Qin et al.

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Emergent Abilities 11 papers #

EMNLP 487 papers #

Ethics & Fairness 141 papers #

Ethics And Bias 1 paper #

Evaluation 775 papers #

Evaluation Frameworks 40 papers #

— F —

Few Shot 66 papers #

Fine Tuning 413 papers #

— G —

GPT 1 paper #

Large Language Models Are Effective Text Rankers With Pairwise Ranking Prompting (2024) • Findings of the Association for Computational Linguistics: NAACL 2024 • 66 citations
Qin et al.

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— H —

Has Code 550 papers #

— I —

ICASSP 36 papers #

Iccv 1 paper #

Learning To Collocate Neural Modules For Image Captioning (2019) • 2019 IEEE/CVF International Conference on Computer Vision (ICCV) • 94 citations
Xu Yang, Hanwang Zhang, Jianfei Cai

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ICCV 62 papers #

ICLR 6 papers #

Wizardcoder: Empowering Code Large Language Models With Evol-instruct (2023) • The Twelfth International Conference on Learning Representations (ICLR 2024) • 60 citations
Luo et al.
Rethinking Positional Encoding In Language Pre-training (2021) • International Conference on Learning Representations (ICLR) 2021 https://openreview.net/forum?id=09-528y2Fgf • 132 citations
Guolin Ke, di He, Tie-Yan Liu
Language Gans Falling Short (2020) • ICLR 2020 - Proceedings of the Seventh International Conference on Learning Representation • 105 citations
Caccia et al.
Residual Energy-based Models For Text Generation (2020) • ICLR 2020 • 61 citations
Deng et al.
Ask The Right Questions: Active Question Reformulation With Reinforcement Learning (2018) • Sixth International Conference on Learning Representations (ICLR) 2018 • 96 citations
Buck et al.
Tracking The World State With Recurrent Entity Networks (2016) • ICLR 2017 • 168 citations
Henaff et al.

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ICML 5 papers #

Structured Prediction As Translation Between Augmented Natural Languages (2021) • International Conference on Learning Representations (ICLR) 2021 • 143 citations
Paolini et al.
Scaling Up Visual And Vision-language Representation Learning With Noisy Text Supervision (2021) • International Conference on Machine Learning 2021 • 723 citations
Jia et al.
Rethinking Positional Encoding In Language Pre-training (2021) • International Conference on Learning Representations (ICLR) 2021 https://openreview.net/forum?id=09-528y2Fgf • 132 citations
Guolin Ke, di He, Tie-Yan Liu
I-BERT: Integer-only BERT Quantization (2021) • ICML 2021 (Oral) • 91 citations
Kim et al.
Generalization Without Systematicity: On The Compositional Skills Of Sequence-to-sequence Recurrent Networks (2018) • Lake B. M. and Baroni M. (2018). Generalization without systematicity On the compositional skills of sequence-to-sequence recurrent networks. International Conference on Machine Learning (ICML) • 357 citations
Brenden M. Lake, Marco Baroni

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ICRA 5 papers #

IJCAI 28 papers #

In Context Learning 49 papers #

Instruction Following 31 papers #

Interpretability 41 papers #

Interpretability And Explainability 1 paper #

A Survey Of Knowledge Enhanced Pre-trained Models (2023) • IEEE Transactions on Knowledge and Data Engineering • 60 citations
Yang et al.

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Interspeech 39 papers #

— K —

KDD 17 papers #

— L —

Language Modeling 1 paper #

Llm For Code 120 papers #

— M —

Memory & Context 108 papers #

Model Architecture 820 papers #

Multimodal Models 3 papers #

— N —

NAACL 146 papers #

NEURIPS 7 papers #

Clip-it! Language-guided Video Summarization (2021) • Thirty-Fifth Conference on Neural Information Processing Systems. 2021 • 66 citations
Medhini Narasimhan, Anna Rohrbach, Trevor Darrell
Big Bird: Transformers For Longer Sequences (2020) • Neural Information Processing Systems (NeurIPS) 2020 • 823 citations
Zaheer et al.
Fooling Neural Network Interpretations Via Adversarial Model Manipulation (2019) • NeurIPS 2019 ICCV workshop 2019 • 67 citations
Juyeon Heo, Sunghwan Joo, Taesup Moon
Rubi: Reducing Unimodal Biases In Visual Question Answering (2019) • Advances in Neural Information Processing Systems 2019 (pp. 839-850) • 182 citations
Cadene et al.
Spoken Language Understanding On The Edge (2019) • 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) • 56 citations
Saade et al.
Q8BERT: Quantized 8bit BERT (2019) • 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) • 383 citations
Zafrir et al.
Dual Learning For Machine Translation (2016) • NIPS 2016 • 639 citations
Xia et al.

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— P —

Privacy 18 papers #

Prompting 322 papers #

— R —

RAG 75 papers #

RECSYS 4 papers #

Reinforcement Learning 304 papers #

Retrieval Systems 26 papers #

RSS 1 paper #

Competition-level Code Generation With Alphacode (2022) • Science • 531 citations
Li et al.

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— S —

Security 135 papers #

SIGIR 29 papers #

SLT 4 papers #

Survey Paper 96 papers #

— T —

TACL 33 papers #

Time Series 22 papers #

Tools 628 papers #

Training Techniques 1043 papers #

Transformer 2 papers #

— U —

Uncategorized 3897 papers #

— W —

WMT 33 papers #

Awesome LLM Papers