如果使用中,仅需要 import kenlm ,只需 pip 安装即可 pip install kenlm # 若无法 import kenlm,尝试下面的安装方法 pip install https://github.com/kpu/kenlm/archive/master.zip 如果你希望可以用 KenLM,从语料开始build 一个 n-gram 模型,就需要下载KenLM并进行编译了。 macOS 安装 KenLM git clone https:...
《KenLM: Faster and Smaller Language Model Queries 》aclweb.org/anthology/W1 abstract 我们提出 KenLM 库,针对有效的语言模型 queries 的实现两个数据结构的库,同时减少了时间和内存耗费,PROBING 数据结构使用线性 probing 哈希表,这用于加速。和广泛使用的 SRILM 相比,我们的 PROBING 模型更快。TRIE 数据结构...
importkenlmmodel=kenlm.Model('lm/test.arpa')print(model.score('this is a sentence .',bos=True,eos=True)) Seepython/example.pyandpython/kenlm.pyxfor more, including stateful APIs. The name was Hieu Hoang's idea, not mine. Releases ...
See https://kheafield.com/code/kenlm/benchmark/.Binary format via mmap is supported. Run ./build_binary to make one then pass the binary file name to the appropriate Model constructor.Platformsmurmur_hash.cc and bit_packing.hh perform unaligned reads and writes that make the code ...
We present KenLM, a library that imple-ments two data structures for efficient lan-guage model queries, reducing both time and memory costs. The PROBING data structure uses linear probing hash tables and is de-signed for speed. Compared with the widely-used SRILM, our PROBING model is 2.4 ti...
importkenlmmodel=kenlm.Model('lm/test.arpa')print(model.score('this is a sentence .',bos=True,eos=True)) Seepython/example.pyandpython/kenlm.pyxfor more, including stateful APIs. The name was Hieu Hoang's idea, not mine. Releases ...
pip install https://github.com/kpu/kenlm/archive/master.zip When installing pip, theMAX_ORDERenvironment variable controls the max order with which KenLM was built. Basic Usage importkenlmmodel=kenlm.Model('lm/test.arpa')print(model.score('this is a sentence .',bos=True,eos=True)) ...
Basic Usage import kenlm model = kenlm.Model('lm/test.arpa') print(model.score('this is a sentence .', bos = True, eos = True)) See python/example.py and python/kenlm.pyx for more, including stateful APIs. The name was Hieu Hoang's idea, not mine.About...
Basic Usage import kenlm model = kenlm.Model('lm/test.arpa') print(model.score('this is a sentence .', bos = True, eos = True)) See python/example.py and python/kenlm.pyx for more, including stateful APIs. The name was Hieu Hoang's idea, not mine.About...