├── README.md ├── cn_spelling.py ├── data ├── SimilarPronunciation.txt ├── SimilarShape.txt ├── bcmi_data │ ├── dev_input.txt │ └── input.txt ├── cncorpus │ ├── CorpusCharacterlist.xls │ ├── CorpusWordPOSlist.xls │ ├── CorpusWordlist.xls │ ├── 现代汉语常用字表.xls │ ├── 现代汉语通用字表.xls │ └── 通用规范汉字表.xls ├── common.pkl ├── sighan │ └── processed │ │ ├── clp14-C1-training.txt │ │ ├── clp14csc_C1_training.pkl │ │ ├── sighan15-A2-Training.txt │ │ └── sighan15_A2_training.pkl ├── simp.pickle ├── simp_simplified.pickle ├── simp_sm.pickle ├── sims.pickle ├── xingjinzi.txt ├── xjz.pickle └── xjz.pkl ├── feed_kenlm.py ├── kenlm ├── .gitignore ├── BUILDING ├── CMakeLists.txt ├── COPYING ├── COPYING.3 ├── COPYING.LESSER.3 ├── Doxyfile ├── GIT_REVISION ├── LICENSE ├── MANIFEST.in ├── README.md ├── clean_query_only.sh ├── cmake │ ├── KenLMFunctions.cmake │ └── modules │ │ └── FindEigen3.cmake ├── compile_query_only.sh ├── include │ ├── lm │ │ ├── bhiksha.hh │ │ ├── binary_format.hh │ │ ├── blank.hh │ │ ├── builder │ │ │ ├── adjust_counts.hh │ │ │ ├── corpus_count.hh │ │ │ ├── discount.hh │ │ │ ├── hash_gamma.hh │ │ │ ├── header_info.hh │ │ │ ├── initial_probabilities.hh │ │ │ ├── interpolate.hh │ │ │ ├── joint_order.hh │ │ │ ├── ngram.hh │ │ │ ├── ngram_stream.hh │ │ │ ├── output.hh │ │ │ ├── pipeline.hh │ │ │ ├── print.hh │ │ │ └── sort.hh │ │ ├── config.hh │ │ ├── enumerate_vocab.hh │ │ ├── facade.hh │ │ ├── filter │ │ │ ├── arpa_io.hh │ │ │ ├── count_io.hh │ │ │ ├── format.hh │ │ │ ├── phrase.hh │ │ │ ├── thread.hh │ │ │ ├── vocab.hh │ │ │ └── wrapper.hh │ │ ├── interpolate │ │ │ └── arpa_to_stream.hh │ │ ├── left.hh │ │ ├── lm_exception.hh │ │ ├── max_order.hh │ │ ├── model.hh │ │ ├── model_type.hh │ │ ├── neural │ │ │ └── wordvecs.hh │ │ ├── ngram_query.hh │ │ ├── partial.hh │ │ ├── quantize.hh │ │ ├── read_arpa.hh │ │ ├── return.hh │ │ ├── search_hashed.hh │ │ ├── search_trie.hh │ │ ├── sizes.hh │ │ ├── state.hh │ │ ├── trie.hh │ │ ├── trie_sort.hh │ │ ├── value.hh │ │ ├── value_build.hh │ │ ├── virtual_interface.hh │ │ ├── vocab.hh │ │ ├── weights.hh │ │ ├── word_index.hh │ │ └── wrappers │ │ │ └── nplm.hh │ └── util │ │ ├── bit_packing.hh │ │ ├── ersatz_progress.hh │ │ ├── exception.hh │ │ ├── fake_ofstream.hh │ │ ├── file.hh │ │ ├── file_piece.hh │ │ ├── fixed_array.hh │ │ ├── getopt.hh │ │ ├── have.hh │ │ ├── joint_sort.hh │ │ ├── mmap.hh │ │ ├── multi_intersection.hh │ │ ├── murmur_hash.hh │ │ ├── parallel_read.hh │ │ ├── pcqueue.hh │ │ ├── pool.hh │ │ ├── probing_hash_table.hh │ │ ├── proxy_iterator.hh │ │ ├── read_compressed.hh │ │ ├── scoped.hh │ │ ├── sized_iterator.hh │ │ ├── sorted_uniform.hh │ │ ├── stream │ │ ├── block.hh │ │ ├── chain.hh │ │ ├── config.hh │ │ ├── io.hh │ │ ├── line_input.hh │ │ ├── multi_progress.hh │ │ ├── multi_stream.hh │ │ ├── sort.hh │ │ ├── stream.hh │ │ └── timer.hh │ │ ├── string_piece.hh │ │ ├── string_piece_hash.hh │ │ ├── thread_pool.hh │ │ ├── tokenize_piece.hh │ │ ├── unistd.hh │ │ └── usage.hh ├── lm │ ├── CMakeLists.txt │ ├── bhiksha.cc │ ├── bhiksha.hh │ ├── binary_format.cc │ ├── binary_format.hh │ ├── blank.hh │ ├── build_binary_main.cc │ ├── builder │ │ ├── CMakeLists.txt │ │ ├── README.md │ │ ├── TODO │ │ ├── adjust_counts.cc │ │ ├── adjust_counts.hh │ │ ├── adjust_counts_test.cc │ │ ├── combine_counts.hh │ │ ├── corpus_count.cc │ │ ├── corpus_count.hh │ │ ├── corpus_count_test.cc │ │ ├── count_ngrams_main.cc │ │ ├── debug_print.hh │ │ ├── discount.hh │ │ ├── dump_counts_main.cc │ │ ├── hash_gamma.hh │ │ ├── header_info.hh │ │ ├── initial_probabilities.cc │ │ ├── initial_probabilities.hh │ │ ├── interpolate.cc │ │ ├── interpolate.hh │ │ ├── lmplz_main.cc │ │ ├── output.cc │ │ ├── output.hh │ │ ├── payload.hh │ │ ├── pipeline.cc │ │ └── pipeline.hh │ ├── common │ │ ├── CMakeLists.txt │ │ ├── compare.hh │ │ ├── joint_order.hh │ │ ├── model_buffer.cc │ │ ├── model_buffer.hh │ │ ├── model_buffer_test.cc │ │ ├── ngram.hh │ │ ├── ngram_stream.hh │ │ ├── print.cc │ │ ├── print.hh │ │ ├── renumber.cc │ │ ├── renumber.hh │ │ ├── size_option.cc │ │ ├── size_option.hh │ │ ├── special.hh │ │ └── test_data │ │ │ ├── generate.sh │ │ │ ├── toy0.1 │ │ │ ├── toy0.2 │ │ │ ├── toy0.3 │ │ │ ├── toy0.arpa │ │ │ ├── toy0.kenlm_intermediate │ │ │ ├── toy0.vocab │ │ │ ├── toy1.1 │ │ │ ├── toy1.2 │ │ │ ├── toy1.3 │ │ │ ├── toy1.arpa │ │ │ ├── toy1.kenlm_intermediate │ │ │ └── toy1.vocab │ ├── config.cc │ ├── config.hh │ ├── enumerate_vocab.hh │ ├── facade.hh │ ├── filter │ │ ├── CMakeLists.txt │ │ ├── arpa_io.cc │ │ ├── arpa_io.hh │ │ ├── count_io.hh │ │ ├── filter_main.cc │ │ ├── format.hh │ │ ├── phrase.cc │ │ ├── phrase.hh │ │ ├── phrase_table_vocab_main.cc │ │ ├── thread.hh │ │ ├── vocab.cc │ │ ├── vocab.hh │ │ └── wrapper.hh │ ├── fragment_main.cc │ ├── interpolate │ │ ├── CMakeLists.txt │ │ ├── backoff_matrix.hh │ │ ├── backoff_reunification.cc │ │ ├── backoff_reunification.hh │ │ ├── backoff_reunification_test.cc │ │ ├── bounded_sequence_encoding.cc │ │ ├── bounded_sequence_encoding.hh │ │ ├── bounded_sequence_encoding_test.cc │ │ ├── interpolate_info.hh │ │ ├── interpolate_main.cc │ │ ├── merge_probabilities.cc │ │ ├── merge_probabilities.hh │ │ ├── merge_test │ │ │ ├── test1 │ │ │ ├── test2 │ │ │ ├── test3 │ │ │ ├── test_bad_order │ │ │ └── test_no_unk │ │ ├── merge_vocab.cc │ │ ├── merge_vocab.hh │ │ ├── merge_vocab_test.cc │ │ ├── normalize.cc │ │ ├── normalize.hh │ │ ├── normalize_test.cc │ │ ├── pipeline.cc │ │ ├── pipeline.hh │ │ ├── split_worker.cc │ │ ├── split_worker.hh │ │ ├── streaming_example_main.cc │ │ ├── tune_derivatives.cc │ │ ├── tune_derivatives.hh │ │ ├── tune_derivatives_test.cc │ │ ├── tune_instances.cc │ │ ├── tune_instances.hh │ │ ├── tune_instances_test.cc │ │ ├── tune_matrix.hh │ │ ├── tune_weights.cc │ │ ├── tune_weights.hh │ │ ├── universal_vocab.cc │ │ └── universal_vocab.hh │ ├── kenlm_benchmark_main.cc │ ├── left.hh │ ├── left_test.cc │ ├── lm_exception.cc │ ├── lm_exception.hh │ ├── max_order.hh │ ├── model.cc │ ├── model.hh │ ├── model_test.cc │ ├── model_type.hh │ ├── ngram_query.hh │ ├── partial.hh │ ├── partial_test.cc │ ├── quantize.cc │ ├── quantize.hh │ ├── query_main.cc │ ├── read_arpa.cc │ ├── read_arpa.hh │ ├── return.hh │ ├── search_hashed.cc │ ├── search_hashed.hh │ ├── search_trie.cc │ ├── search_trie.hh │ ├── sizes.cc │ ├── sizes.hh │ ├── state.hh │ ├── test.arpa │ ├── test_nounk.arpa │ ├── trie.cc │ ├── trie.hh │ ├── trie_sort.cc │ ├── trie_sort.hh │ ├── value.hh │ ├── value_build.cc │ ├── value_build.hh │ ├── virtual_interface.cc │ ├── virtual_interface.hh │ ├── vocab.cc │ ├── vocab.hh │ ├── weights.hh │ ├── word_index.hh │ └── wrappers │ │ ├── README │ │ ├── nplm.cc │ │ └── nplm.hh ├── python │ ├── _kenlm.pxd │ ├── example.py │ ├── kenlm.cpp │ └── kenlm.pyx ├── setup.py ├── util │ ├── CMakeLists.txt │ ├── bit_packing.cc │ ├── bit_packing.hh │ ├── bit_packing_test.cc │ ├── cat_compressed_main.cc │ ├── double-conversion │ │ ├── CMakeLists.txt │ │ ├── LICENSE │ │ ├── bignum-dtoa.cc │ │ ├── bignum-dtoa.h │ │ ├── bignum.cc │ │ ├── bignum.h │ │ ├── cached-powers.cc │ │ ├── cached-powers.h │ │ ├── diy-fp.cc │ │ ├── diy-fp.h │ │ ├── double-conversion.cc │ │ ├── double-conversion.h │ │ ├── fast-dtoa.cc │ │ ├── fast-dtoa.h │ │ ├── fixed-dtoa.cc │ │ ├── fixed-dtoa.h │ │ ├── ieee.h │ │ ├── strtod.cc │ │ ├── strtod.h │ │ └── utils.h │ ├── ersatz_progress.cc │ ├── ersatz_progress.hh │ ├── exception.cc │ ├── exception.hh │ ├── fake_ostream.hh │ ├── file.cc │ ├── file.hh │ ├── file_piece.cc │ ├── file_piece.hh │ ├── file_piece_test.cc │ ├── file_stream.hh │ ├── fixed_array.hh │ ├── float_to_string.cc │ ├── float_to_string.hh │ ├── getopt.c │ ├── getopt.hh │ ├── have.hh │ ├── integer_to_string.cc │ ├── integer_to_string.hh │ ├── integer_to_string_test.cc │ ├── joint_sort.hh │ ├── joint_sort_test.cc │ ├── mmap.cc │ ├── mmap.hh │ ├── multi_intersection.hh │ ├── multi_intersection_test.cc │ ├── murmur_hash.cc │ ├── murmur_hash.hh │ ├── parallel_read.cc │ ├── parallel_read.hh │ ├── pcqueue.hh │ ├── pcqueue_test.cc │ ├── pool.cc │ ├── pool.hh │ ├── probing_hash_table.hh │ ├── probing_hash_table_benchmark_main.cc │ ├── probing_hash_table_test.cc │ ├── proxy_iterator.hh │ ├── read_compressed.cc │ ├── read_compressed.hh │ ├── read_compressed_test.cc │ ├── scoped.cc │ ├── scoped.hh │ ├── sized_iterator.hh │ ├── sized_iterator_test.cc │ ├── sorted_uniform.hh │ ├── sorted_uniform_test.cc │ ├── spaces.cc │ ├── spaces.hh │ ├── stream │ │ ├── CMakeLists.txt │ │ ├── block.hh │ │ ├── chain.cc │ │ ├── chain.hh │ │ ├── config.hh │ │ ├── count_records.cc │ │ ├── count_records.hh │ │ ├── io.cc │ │ ├── io.hh │ │ ├── io_test.cc │ │ ├── line_input.cc │ │ ├── line_input.hh │ │ ├── multi_progress.cc │ │ ├── multi_progress.hh │ │ ├── multi_stream.hh │ │ ├── rewindable_stream.cc │ │ ├── rewindable_stream.hh │ │ ├── rewindable_stream_test.cc │ │ ├── sort.hh │ │ ├── sort_test.cc │ │ ├── stream.hh │ │ ├── stream_test.cc │ │ └── typed_stream.hh │ ├── string_piece.cc 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