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Large language models (LLMs) have made significant advances in the field of natural language processing, but they still face challenges such as continuous decision-making.
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Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing)
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The probabilistic relevance framework: Bm25 and beyond
Stephen Robertson and Hugo Zaragoza · 2009
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ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
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Human-level control through deep reinforcement learning
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Richard S. Sutton and Andrew G. Barto · 2018
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HotpotQA: A dataset for diverse, explainable multi-hop question answering
Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William Cohen, Ruslan Salakhutdinov, and Christopher D. Manning · 2018
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Natural questions: A benchmark for question answering research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov · 2019
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Compressive transformers for long-range sequence modelling
Jack W Rae, Anna Potapenko, Siddhant M Jayakumar, and Timothy P Lillicrap · 2019
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Unsupervised multilingual word embedding with limited resources using neural language models
Takashi Wada, Tomoharu Iwata, and Yuji Matsumoto · 2019
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Language models are few-shot learners, 2020
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