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The rapid advancement of large language models (LLMs) has opened new possibilities for automating the proposal of innovative scientific ideas.
Billion-scale similarity search with GPUs
Johnson, J., Douze, M., and Jégou, H · 2019
Earlier work this paper cites.
Sentence-bert: Sentence embeddings using siamese bert-networks
Reimers, N. and Gurevych, I · 2019
Earlier work this paper cites.
Text and code embeddings by contrastive pre-training
Neelakantan, A., Xu, T., Puri, R., Radford, A., Han, J. M., Tworek, J., Yuan, Q., Tezak, N., Kim, J. W., Hallacy, C., Heidecke, J., Shyam, P., Power, B., Nekoul, T. E., Sastry, G., Krueger, G., Schnurr, D., Such, F. P., Hsu, K., Thompson, M., Khan, T., Sherbakov, T., Jang, J., Welinder, P., and Weng, L · 2022
Earlier work this paper cites.
Training language models to follow instructions with human feedback
Ouyang, L., Wu, J., Jiang, X., Almeida, D., Wainwright, C. L., Mishkin, P., Zhang, C., Agarwal, S., Slama, K., Ray, A., Schulman, J., Hilton, J., Kelton, F., Miller, L., Simens, M., Askell, A., Welinder, P., Christiano, P. F., Leike, J., and Lowe, R · 2022
Earlier work this paper cites.
Text embeddings by weakly-supervised contrastive pre-training
Wang, L., Yang, N., Huang, X., Jiao, B., Yang, L., Jiang, D., Majumder, R., and Wei, F · 2022
Earlier work this paper cites.
Bai, J., Bai, S., Chu, Y., Cui, Z., Dang, K., Deng, X., Fan, Y., Ge, W., Han, Y., Huang, F., Hui, B., Ji, L., Li, M., Lin, J., Lin, R., Liu, D., Liu, G., Lu, C., Lu, K., Ma, J., Men, R., Ren, X., Ren, X., Tan, C., Tan, S., Tu, J., Wang, P., Wang, S., Wang, W., Wu, S., Xu, B., Xu, J., Yang, A., Yang, H., Yang, J., Yang, S., Yao, Y., Yu, B., Yuan, H., Yuan, Z., Zhang, J., Zhang, X., Zhang, Y., Zhang, Z., Zhou, C., Zhou, J., Zhou, X., and Zhu, T · 2023
Earlier work this paper cites.
Precise zero-shot dense retrieval without relevance labels
Gao, L., Ma, X., Lin, J., and Callan, J · 2023
Earlier work this paper cites.
Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy
Shao, Z., Gong, Y., Shen, Y., Huang, M., Duan, N., and Chen, W · 2023
Earlier work this paper cites.
Knowledgpt: Enhancing large language models with retrieval and storage access on knowledge bases
Wang, X., Yang, Q., Qiu, Y., Liang, J., He, Q., Gu, Z., Xiao, Y., and Wang, W · 2023
Earlier work this paper cites.
Exploring and verbalizing academic ideas by concept co-occurrence
Xu, Y., Sheng, S., Xue, B., Fu, L., Wang, X., and Zhou, C · 2023
Cited alongside, same era.
Generate rather than retrieve: Large language models are strong context generators
Yu, W., Iter, D., Wang, S., Xu, Y., Ju, M., Sanyal, S., Zhu, C., Zeng, M., and Jiang, M · 2023
Cited alongside, same era.
Baek, J., Jauhar, S. K., Cucerzan, S., and Hwang, S. J · 2024
Cited alongside, same era.
Chen, J., Xiao, S., Zhang, P., Luo, K., Lian, D., and Liu, Z · 2024
Cited alongside, same era.
Deepseek-v3 technical report
DeepSeek-AI, Liu, A., Feng, B., Xue, B., Wang, B., Wu, B., Lu, C., Zhao, C., Deng, C., Zhang, C., Ruan, C., Dai, D., Guo, D., Yang, D., Chen, D., Ji, D., Li, E., Lin, F., Dai, F., Luo, F., Hao, G., Chen, G., Li, G., Zhang, H., Bao, H., Xu, H., Wang, H., Zhang, H., Ding, H., Xin, H., Gao, H., Li, H., Qu, H., Cai, J. L., Liang, J., Guo, J., Ni, J., Li, J., Wang, J., Chen, J., Chen, J., Yuan, J., Qiu, J., Li, J., Song, J., Dong, K., Hu, K., Gao, K., Guan, K., Huang, K., Yu, K., Wang, L., Zhang, L., Xu, L., Xia, L., Zhao, L., Wang, L., Zhang, L., Li, M., Wang, M., Zhang, M., Zhang, M., Tang, M., Li, M., Tian, N., Huang, P., Wang, P., Zhang, P., Wang, Q., Zhu, Q., Chen, Q., Du, Q., Chen, R. J., Jin, R. L., Ge, R., Zhang, R., Pan, R., Wang, R., Xu, R., Zhang, R., Chen, R., Li, S. S., Lu, S., Zhou, S., Chen, S., Wu, S., Ye, S., Ye, S., Ma, S., Wang, S., Zhou, S., Yu, S., Zhou, S., Pan, S., Wang, T., Yun, T., Pei, T., Sun, T., Xiao, W. L., and Zeng, W · 2024
Large language model based long-tail query rewriting in taobao search
Peng, W., Li, G., Jiang, Y., Wang, Z., Ou, D., Zeng, X., Xu, D., Xu, T., and Chen, E · 2024
Closest in time.
Scideator: Human-llm scientific idea generation grounded in research-paper facet recombination
Radensky, M., Shahid, S., Fok, R., Siangliulue, P., Hope, T., and Weld, D. S · 2024
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jina-embeddings-v3: Multilingual embeddings with task lora
Sturua, S., Mohr, I., Akram, M. K., Günther, M., Wang, B., Krimmel, M., Wang, F., Mastrapas, G., Koukounas, A., Wang, N., and Xiao, H · 2024
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Su, H., Chen, R., Tang, S., Zheng, X., Li, J., Yin, Z., Ouyang, W., and Dong, N · 2024
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Scimon: Scientific inspiration machines optimized for novelty
alphaXiv searches the wider corpus for related work and actual follow-ups.
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Cited alongside, same era.
Hu, X., Fu, H., Wang, J., Wang, Y., Li, Z., Xu, R., Lu, Y., Jin, Y., Pan, L., and Lan, Z · 2024
Cited alongside, same era.
Nv-embed: Improved techniques for training llms as generalist embedding models
Lee, C., Roy, R., Xu, M., Raiman, J., Shoeybi, M., Catanzaro, B., and Ping, W · 2024
Cited alongside, same era.
The AI scientist: Towards fully automated open-ended scientific discovery
Lu, C., Lu, C., Lange, R. T., Foerster, J., Clune, J., and Ha, D · 2024
Cited alongside, same era.
Retrieval-augmented generation for large language models: A survey
Gao, Y., Xiong, Y., Gao, X., Jia, K., Pan, J., Bi, Y., Dai, Y., Sun, J., Guo, Q., Wang, M., and Wang, H
Cited in the paper.
Llama: Open and efficient foundation language models
Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M., Lacroix, T., Rozière, B., Goyal, N., Hambro, E., Azhar, F., Rodriguez, A., Joulin, A., Grave, E., and Lample, G
Cited in the paper.
Llama 2: Open foundation and fine-tuned chat models
Touvron, H., Martin, L., Stone, K., Albert, P., Almahairi, A., Babaei, Y., Bashlykov, N., Batra, S., Bhargava, P., Bhosale, S., Bikel, D., Blecher, L., Canton-Ferrer, C., Chen, M., Cucurull, G., Esiobu, D., Fernandes, J., Fu, J., Fu, W., Fuller, B., Gao, C., Goswami, V., Goyal, N., Hartshorn, A., Hosseini, S., Hou, R., Inan, H., Kardas, M., Kerkez, V., Khabsa, M., Kloumann, I., Korenev, A., Koura, P. S., Lachaux, M., Lavril, T., Lee, J., Liskovich, D., Lu, Y., Mao, Y., Martinet, X., Mihaylov, T., Mishra, P., Molybog, I., Nie, Y., Poulton, A., Reizenstein, J., Rungta, R., Saladi, K., Schelten, A., Silva, R., Smith, E. M., Subramanian, R., Tan, X. E., Tang, B., Taylor, R., Williams, A., Kuan, J. X., Xu, P., Yan, Z., Zarov, I., Zhang, Y., Fan, A., Kambadur, M., Narang, S., Rodriguez, A., Stojnic, R., Edunov, S., and Scialom, T
Cited in the paper.
Maferw: Query rewriting with multi-aspect feedbacks for retrieval-augmented large language models
Wang, Y., Zhang, H., Pang, L., Guo, B., Zheng, H., and Zheng, Z
Cited in the paper.
Wang, Q., Downey, D., Ji, H., and Hope, T · 2024
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Yang, A., Yang, B., Hui, B., Zheng, B., Yu, B., Zhou, C., Li, C., Li, C., Liu, D., Huang, F., Dong, G., Wei, H., Lin, H., Tang, J., Wang, J., Yang, J., Tu, J., Zhang, J., Ma, J., Yang, J., Xu, J., Zhou, J., Bai, J., He, J., Lin, J., Dang, K., Lu, K., Chen, K., Yang, K., Li, M., Xue, M., Ni, N., Zhang, P., Wang, P., Peng, R., Men, R., Gao, R., Lin, R., Wang, S., Bai, S., Tan, S., Zhu, T., Li, T., Liu, T., Ge, W., Deng, X., Zhou, X., Ren, X., Zhang, X., Wei, X., Ren, X., Liu, X., Fan, Y., Yao, Y., Zhang, Y., Wan, Y., Chu, Y., Liu, Y., Cui, Z., Zhang, Z., Guo, Z., and Fan, Z · 2024
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Chatglm: A family of large language models from GLM-130B to GLM-4 all tools
Zeng, A., Xu, B., Wang, B., Zhang, C., Yin, D., Rojas, D., Feng, G., Zhao, H., Lai, H., Yu, H., Wang, H., Sun, J., Zhang, J., Cheng, J., Gui, J., Tang, J., Zhang, J., Li, J., Zhao, L., Wu, L., Zhong, L., Liu, M., Huang, M., Zhang, P., Zheng, Q., Lu, R., Duan, S., Zhang, S., Cao, S., Yang, S., Tam, W. L., Zhao, W., Liu, X., Xia, X., Zhang, X., Gu, X., Lv, X., Liu, X., Liu, X., Yang, X., Song, X., Zhang, X., An, Y., Xu, Y., Niu, Y., Yang, Y., Li, Y., Bai, Y., Dong, Y., Qi, Z., Wang, Z., Yang, Z., Du, Z., Hou, Z., and Wang, Z · 2024
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mgte: Generalized long-context text representation and reranking models for multilingual text retrieval
Zhang, X., Zhang, Y., Long, D., Xie, W., Dai, Z., Tang, J., Lin, H., Yang, B., Xie, P., Huang, F., Zhang, M., Li, W., and Zhang, M · 2024
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