From c2004d38d670492c48366c601400cc39ef75fe2a Mon Sep 17 00:00:00 2001 From: Kohei Watanabe Date: Fri, 13 Mar 2026 13:59:31 +0900 Subject: [PATCH 01/32] Add methods for textmodel_lss2 --- R/as.textmodel2.R | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 R/as.textmodel2.R diff --git a/R/as.textmodel2.R b/R/as.textmodel2.R new file mode 100644 index 0000000..13e9bcb --- /dev/null +++ b/R/as.textmodel2.R @@ -0,0 +1,27 @@ +rowMaxs <- function(x) { + structure(x[cbind(seq_len(nrow(x))), max.col(x, "first")], + names = rownames(x)) +} + +as.textmodel_lss2 <- function(x, seeds) { + + x$seeds <- seed + x$seeds_weighted <- expand_seeds(seeds, names(x$frequency)) + class(x) <- c("textmodel_lss2", class(x)) + return(x) + +} + +predict.textmodel_lss2() <- function(x, min_n = 0L, mode = "mean") { + s <- unlist(unname(x$seed_weights)) + p <- wordvector::probability(x, names(s), layer = "document", mode = "numeric") + + if (mode == "mean") { + p <- rowMeans(p) + } else { + p <- rowMaxs(p) + } + if (min_n > 0) + p <- p * (x$length / p(x$length, min_n)) + return(p) +} From 240ac15b11ef928f43b54cd1bdee7ee00ed17137 Mon Sep 17 00:00:00 2001 From: Kohei Watanabe Date: Thu, 19 Mar 2026 10:32:34 +0900 Subject: [PATCH 02/32] Separate lss, lss2, lss3 --- R/as.textmodel.R | 63 --------------------------------------- R/as.textmodel2.R | 76 ++++++++++++++++++++++++++++++++++------------- R/as.textmodel3.R | 53 +++++++++++++++++++++++++++++++++ 3 files changed, 109 insertions(+), 83 deletions(-) create mode 100644 R/as.textmodel3.R diff --git a/R/as.textmodel.R b/R/as.textmodel.R index 53789ce..d272189 100644 --- a/R/as.textmodel.R +++ b/R/as.textmodel.R @@ -100,66 +100,3 @@ as.textmodel_lss.textmodel_lss <- function(x, ...) { result$frequency <- x$frequency[names(result$beta)] return(result) } - -#' @rdname as.textmodel_lss -#' @export -#' @method as.textmodel_lss textmodel_wordvector -as.textmodel_lss.textmodel_wordvector <- function(x, seeds, - terms = NULL, - nested_weight = TRUE, - verbose = FALSE, - spatial = TRUE, - ...) { - - #args <- list(terms = terms, seeds = seeds) - spatial <- check_logical(spatial) - if (spatial) { - - if (x$version == as.numeric_version("0.1.0")) { - values <- x$vector - } else if (x$version >= as.numeric_version("0.6.0")) { - values <- x$values$word - } else { - values <- x$values - } - result <- as.textmodel_lss(t(values), seeds = seeds, terms = terms, - nested_weight = nested_weight, ...) - result$frequency <- x$frequency[names(result$beta)] - result$type = "word2vec" - result$call = try(match.call(sys.function(-1), call = sys.call(-1)), silent = TRUE) - - } else { - - if (!requireNamespace("wordvector")) - stop("wordvector package must be installed") - if (x$version < as.numeric_version("0.2.0")) - stop("wordvector package must be v0.2.0 or later") - - seeds <- expand_seeds(seeds, names(x$frequency), nested_weight, verbose) - seed <- unlist(unname(seeds)) - theta <- get_theta(terms, names(x$frequency)) - - suppressWarnings({ - if (packageVersion("wordvector") >= "0.6.0") { - prob <- wordvector::probability(x, names(seed), mode = "numeric") - } else { - prob <- wordvector::probability(x, names(seed), mode = "values") - } - }) - beta <- rowSums(prob[names(theta),,drop = FALSE] %*% seed) * theta - - result <- build_lss( - beta = beta, - beta_type = "probability", - k = x$dim, - terms = terms, - seeds = seeds, - seeds_weighted = seed, - frequency = x$frequency[names(beta)], - type = "word2vec", - spatial = FALSE, - call = try(match.call(sys.function(-1), call = sys.call(-1)), silent = TRUE) - ) - } - return(result) -} diff --git a/R/as.textmodel2.R b/R/as.textmodel2.R index 13e9bcb..4009422 100644 --- a/R/as.textmodel2.R +++ b/R/as.textmodel2.R @@ -1,27 +1,63 @@ -rowMaxs <- function(x) { - structure(x[cbind(seq_len(nrow(x))), max.col(x, "first")], - names = rownames(x)) -} - -as.textmodel_lss2 <- function(x, seeds) { - x$seeds <- seed - x$seeds_weighted <- expand_seeds(seeds, names(x$frequency)) - class(x) <- c("textmodel_lss2", class(x)) - return(x) +#' @rdname as.textmodel_lss +#' @export +#' @method as.textmodel_lss textmodel_word2vec +as.textmodel_lss.textmodel_word2vec <- function(x, seeds, + terms = NULL, + nested_weight = TRUE, + verbose = FALSE, + spatial = TRUE, + ...) { -} + #args <- list(terms = terms, seeds = seeds) + spatial <- check_logical(spatial) + if (spatial) { -predict.textmodel_lss2() <- function(x, min_n = 0L, mode = "mean") { - s <- unlist(unname(x$seed_weights)) - p <- wordvector::probability(x, names(s), layer = "document", mode = "numeric") + if (x$version == as.numeric_version("0.1.0")) { + values <- x$vector + } else if (x$version >= as.numeric_version("0.6.0")) { + values <- x$values$word + } else { + values <- x$values + } + result <- as.textmodel_lss(t(values), seeds = seeds, terms = terms, + nested_weight = nested_weight, ...) + result$frequency <- x$frequency[names(result$beta)] + result$type = "word2vec" + result$call = try(match.call(sys.function(-1), call = sys.call(-1)), silent = TRUE) - if (mode == "mean") { - p <- rowMeans(p) } else { - p <- rowMaxs(p) + + if (!requireNamespace("wordvector")) + stop("wordvector package must be installed") + if (x$version < as.numeric_version("0.2.0")) + stop("wordvector package must be v0.2.0 or later") + + seeds <- expand_seeds(seeds, names(x$frequency), nested_weight, verbose) + seed <- unlist(unname(seeds)) + theta <- get_theta(terms, names(x$frequency)) + + suppressWarnings({ + if (packageVersion("wordvector") >= "0.6.0") { + prob <- wordvector::probability(x, names(seed), mode = "numeric") + } else { + prob <- wordvector::probability(x, names(seed), mode = "values") + } + }) + beta <- rowSums(prob[names(theta),,drop = FALSE] %*% seed) * theta + + result <- build_lss( + beta = beta, + beta_type = "probability", + k = x$dim, + terms = terms, + seeds = seeds, + seeds_weighted = seed, + frequency = x$frequency[names(beta)], + type = "word2vec", + spatial = FALSE, + call = try(match.call(sys.function(-1), call = sys.call(-1)), silent = TRUE) + ) } - if (min_n > 0) - p <- p * (x$length / p(x$length, min_n)) - return(p) + return(result) } diff --git a/R/as.textmodel3.R b/R/as.textmodel3.R new file mode 100644 index 0000000..51a2161 --- /dev/null +++ b/R/as.textmodel3.R @@ -0,0 +1,53 @@ +rowMaxs <- function(x) { + structure(x[cbind(seq_len(nrow(x))), max.col(x, "first")], + names = rownames(x)) +} + +#' @export +#' @keywords internal +#' @method as.textmodel_lss textmodel_doc2vec +as.textmodel_lss.textmodel_doc2vec <- function(x, seeds, max_prob = FALSE) { + + max_prob <- check_logical(max_prob) + + seeds_weighted <- expand_seeds(seeds, names(x$frequency)) + seed <- unlist(unname(seeds_weighted)) + prob <- wordvector::probability(x, seed, layer = "document", mode = "numeric") + + if (max_prob) { + alpha <- rowMaxs(prob) + } else { + alpha <- rowMeans(prob) + } + + # pseudo beta + data <- dfm(x$data, remove_padding = TRUE) + data <- dfm_select(data, names(x$frequency), valuetype = "fixed", + case_insensitive = TRUE) + freq <- colSums(data) + beta <- colSums(data * alpha) / freq + + result <- build_lss( + beta = beta, + beta_type = "dummy", + terms = names(beta), + frequency = freq, + call = try(match.call(sys.function(-1), call = sys.call(-1)), silent = TRUE) + ) + result$alpha <- alpha + result$length <- rowSums(data) + + class(result) <- c("textmodel_lss3", class(result)) + return(result) + +} + +#' @export +#' @keywords internal +#' @method predict textmodel_lss3 +predict.textmodel_lss3 <- function(x, min_n = 0L) { + p <- x$alphalss + if (min_n > 0) + p <- p * (x$length / pmax(x$length, min_n)) + return(p) +} From 597d31a94a28a083c175bbdfeb3abcfe6fe0e694 Mon Sep 17 00:00:00 2001 From: Kohei Watanabe Date: Thu, 19 Mar 2026 10:33:35 +0900 Subject: [PATCH 03/32] Save doc2vec for tests --- tests/data/doc2vec.RDS | Bin 0 -> 373291 bytes tests/data/save.R | 12 ++++++++---- 2 files changed, 8 insertions(+), 4 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