diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index f6a12ce2..d2386598 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -6,9 +6,9 @@ version: 2
 
 # Set the OS, Python version and other tools you might need
 build:
-  os: ubuntu-22.04
+  os: ubuntu-24.04
   tools:
-    python: "3.11"
+    python: "3.13"
     # You can also specify other tool versions:
     # nodejs: "20"
     # rust: "1.70"
@@ -33,3 +33,7 @@ sphinx:
 python:
   install:
     - requirements: docs/requirements.txt
+    # install the checked-out source so autodoc and the version reflect this
+    # branch/tag rather than the released package from PyPI
+    - method: pip
+      path: .
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5c527d90..61662294 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,11 @@
 ## Changelog
 
+## 1.10.0
+- maintenance: modernize typing, packaging and code
+- evaluation: review and correct benchmark ground-truth labels, update and speed up alternatives
+- performance: stable day-granular cache key and reduced copying
+- fixes: preserve tails in element cleaning
+
 ## 1.9.4
 - maintenance: remove LXML version constraint (#184)
 
diff --git a/README.md b/README.md
index 7e9ea895..3ed5a84a 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@ $ htmldate -u http://blog.python.org/2016/12/python-360-is-now-available.html
     YMD](https://en.wikipedia.org/wiki/ISO_8601)).
 -   Detection of both original and updated dates.
 -   Multilingual.
--   Compatible with all recent versions of Python.
+-   Compatible with Python 3.10 and later.
 
 ### How it works
 
@@ -77,17 +77,17 @@ Finally, the output is validated and converted to the chosen format.
 
 ## Performance
 
-1000 web pages containing identifiable dates (as of 2023-11-13 on Python 3.10)
+1000 web pages containing identifiable dates (as of 2026-06-01 on Python 3.13)
 
 | Python Package | Precision | Recall | Accuracy | F-Score | Time |
 | -------------- | --------- | ------ | -------- | ------- | ---- |
-| articleDateExtractor 0.20 | 0.803 | 0.734 | 0.622 | 0.767 | 5x |
-| date_guesser 2.1.4 | 0.781 | 0.600 | 0.514 | 0.679 | 18x |
-| goose3 3.1.17 | 0.869 | 0.532 | 0.493 | 0.660 | 15x |
-| htmldate\[all\] 1.6.0 (fast) | **0.883** | 0.924 | 0.823 | 0.903 | **1x** |
-| htmldate\[all\] 1.6.0 (extensive) | 0.870 | **0.993** | **0.865** | **0.928** | 1.7x |
-| newspaper3k 0.2.8 | 0.769 | 0.667 | 0.556 | 0.715 | 15x |
-| news-please 1.5.35 | 0.801 | 0.768 | 0.645 | 0.784 | 34x |
+| articleDateExtractor 0.20 | 0.846 | 0.745 | 0.656 | 0.792 | 3x |
+| date_guesser 2.1.4 | 0.832 | 0.611 | 0.544 | 0.705 | 11x |
+| goose3 3.1.21 | **0.930** | 0.568 | 0.545 | 0.706 | 14x |
+| htmldate\[all\] 1.10.0 (fast) | 0.924 | 0.927 | 0.861 | 0.925 | **1x** |
+| htmldate\[all\] 1.10.0 (extensive) | 0.908 | **0.993** | **0.903** | **0.949** | 1.8x |
+| newspaper4k 0.9.5 | 0.912 | 0.728 | 0.680 | 0.810 | 2.5x |
+| news-please 1.6.16 | 0.845 | 0.777 | 0.680 | 0.810 | 29x |
 
 For the complete results and explanations see [evaluation
 page](https://htmldate.readthedocs.io/en/latest/evaluation.html).
@@ -95,13 +95,14 @@ page](https://htmldate.readthedocs.io/en/latest/evaluation.html).
 ## Installation
 
 Htmldate is tested on Linux, macOS and Windows systems, it is compatible
-with Python 3.8 upwards. It can notably be installed with `pip` (`pip3`
+with Python 3.10 upwards. It can notably be installed with `pip` (`pip3`
 where applicable) from the PyPI package repository:
 
 -   `pip install htmldate`
 -   (optionally) `pip install htmldate[speed]`
 
-The last version to support Python 3.6 and 3.7 is `htmldate==1.8.1`.
+The last version to support Python 3.6 and 3.7 is `htmldate==1.8.1`; for
+Python 3.8 and 3.9 use the `1.9.x` series.
 
 ## Documentation
 
diff --git a/docs/conf.py b/docs/conf.py
index d4856e55..4089bcfb 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -21,7 +21,7 @@
 # -- Project information -----------------------------------------------------
 
 project = 'htmldate'
-copyright = '2023, <a href="https://adrien.barbaresi.eu/">Adrien Barbaresi</a>'
+copyright = '2017-2026, <a href="https://adrien.barbaresi.eu/">Adrien Barbaresi</a>'
 author = 'Adrien Barbaresi'
 
 # -- General configuration ---------------------------------------------------
diff --git a/docs/evaluation.rst b/docs/evaluation.rst
index f485d4ac..47d88bf2 100644
--- a/docs/evaluation.rst
+++ b/docs/evaluation.rst
@@ -18,7 +18,7 @@ There are comparable software solutions in Python, the following date extraction
 - `date_guesser <https://github.com/mitmedialab/date_guesser>`_ extracts publication dates from a web pages along with an accuracy measure (not used here),
 - `goose3 <https://github.com/goose3/goose3>`_ can extract information for embedded content,
 - `htmldate <https://github.com/adbar/htmldate>`_ is the software package described here, it is designed to extract original and updated publication dates of web pages,
-- `newspaper <https://github.com/codelucas/newspaper>`_ is mostly geared towards newspaper texts,
+- `newspaper4k <https://github.com/AndyTheFactory/newspaper4k>`_ (the maintained successor of newspaper3k) is mostly geared towards newspaper texts,
 - `news-please <https://github.com/fhamborg/news-please>`_ is a news crawler that extracts structured information.
 
 Two alternative packages are not tested here but could be used in addition:
@@ -36,7 +36,7 @@ Description
 
 **Time**: the execution time cannot be easily compared in all cases as some solutions perform a whole series of operations which are irrelevant to this task.
 
-**Errors:** *goose3*'s output isn't always meaningful and/or in a standardized format, these cases were discarded. *news-please* seems to have trouble with some encodings (e.g. in Chinese), in which case it leads to an exception.
+**Errors:** *goose3*'s output isn't always meaningful and/or in a standardized format, these cases were discarded.
 
 
 Results
@@ -45,6 +45,23 @@ Results
 The results below show that **date extraction is not a completely solved task** but one for which extractors have to resort to heuristics and guesses. The figures documenting recall and accuracy capture the real-world performance of the tools as the absence of a date output impacts the result.
 
 
+================================ ========= ========= ========= ========= =======
+1000 web pages containing identifiable dates (as of 2026-06-01 on Python 3.13)
+--------------------------------------------------------------------------------
+Python Package                   Precision Recall    Accuracy  F-Score   Time
+================================ ========= ========= ========= ========= =======
+articleDateExtractor 0.20        0.846     0.745     0.656     0.792     3x
+date_guesser 2.1.4               0.832     0.611     0.544     0.705     11x
+goose3 3.1.21                    **0.930** 0.568     0.545     0.706     14x
+htmldate[all] 1.10.0 (fast)      0.924     0.927     0.861     0.925     **1x**
+htmldate[all] 1.10.0 (extensive) 0.908     **0.993** **0.903** **0.949** 1.8x
+newspaper4k 0.9.5                0.912     0.728     0.680     0.810     2.5x
+news-please 1.6.16               0.845     0.777     0.680     0.810     29x
+================================ ========= ========= ========= ========= =======
+
+This run uses a reviewed version of the ground-truth labels (publication-date corrections) and the maintained *newspaper4k* fork in place of the now-unmaintained *newspaper3k*.
+
+
 =============================== ========= ========= ========= ========= =======
 1000 web pages containing identifiable dates (as of 2023-11-13 on Python 3.10)
 -------------------------------------------------------------------------------
@@ -62,6 +79,8 @@ news-please 1.5.35              0.801     0.768     0.645     0.784     34x
 
 Additional data for new pages in English collected by the `Data Culture Group <https://dataculturegroup.org>`_ at Northeastern University.
 
+The discussion below refers to the most recent run (top table), measured against a reviewed version of the publication-date labels.
+
 Precision describes if the dates given as output are correct: *goose3* fares well precision-wise but it fails to extract dates in a large majority of cases (poor recall). The difference in accuracy between *date_guesser* and *newspaper* is consistent with tests described on the `website of the former <https://github.com/mitmedialab/date_guesser>`_.
 
 It turns out that *htmldate* performs better than the other solutions overall. It is also noticeably faster than the strictly comparable packages (*articleDateExtractor* and most certainly *date_guesser*). Despite being measured on a sample, **the higher accuracy and faster processing time are highly significant**. Especially for smaller news outlets, websites and blogs, as well as pages written in languages other than English (in this case mostly but not exclusively German), *htmldate* greatly extends date extraction coverage without sacrificing precision.
diff --git a/docs/index.rst b/docs/index.rst
index 16b85ead..ba9d2132 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -80,7 +80,7 @@ Features
 -  URLs, HTML files, or HTML trees are given as input (includes batch processing)
 -  Output as string in any date format (defaults to `ISO 8601 YMD <https://en.wikipedia.org/wiki/ISO_8601>`_)
 -  Detection of both original and updated dates
--  Compatible with all recent versions of Python
+-  Compatible with Python 3.10 and later
 
 
 ``htmldate`` can examine markup and text. It provides the following ways to date an HTML document:
@@ -94,7 +94,7 @@ Features
 
 The output is thoroughly verified in terms of plausibility and adequateness. If a valid date has been found the library outputs a date string corresponding to either the last update or the original publishing statement (the default), in the desired format.
 
-Markup-based extraction is multilingual by nature, text-based refinements for better coverage currently support German, English and Turkish.
+Markup-based extraction is multilingual by nature, text-based refinements for better coverage currently support English, French, German, Indonesian and Turkish.
 
 
 Installation
@@ -103,16 +103,16 @@ Installation
 Main package
 ~~~~~~~~~~~~
 
-This Python package is tested on Linux, macOS and Windows systems; it is compatible with Python 3.8 upwards. It is available on the package repository `PyPI <https://pypi.org/>`_ and can notably be installed with ``pip`` or ``pipenv``:
+This Python package is tested on Linux, macOS and Windows systems; it is compatible with Python 3.10 upwards. It is available on the package repository `PyPI <https://pypi.org/>`_ and can notably be installed with ``pip`` or ``pipenv``:
 
 .. code-block:: bash
 
-    $ pip install htmldate # pip3 install on systems where both Python 2 and 3 are installed
+    $ pip install htmldate
     $ pip install --upgrade htmldate # to make sure you have the latest version
     $ pip install git+https://github.com/adbar/htmldate.git # latest available code (see build status above)
 
 
-The last version to support Python 3.6 and 3.7 is ``htmldate==1.8.1``.
+The last version to support Python 3.6 and 3.7 is ``htmldate==1.8.1``; for Python 3.8 and 3.9 use the ``1.9.x`` series.
 
 
 Optional
@@ -131,16 +131,6 @@ The ``dateparser`` package is noticeably slower in its latest versions, version
 *For infos on dependency management of Python packages see* `this discussion thread <https://stackoverflow.com/questions/41573587/what-is-the-difference-between-venv-pyvenv-pyenv-virtualenv-virtualenvwrappe>`_.
 
 
-Experimental
-~~~~~~~~~~~~
-
-Experimental compilation with ``mypyc``, as using pre-compiled library may shorten processing speed:
-
-1. Install ``mypy``: ``pip3 install mypy``
-2. Compile the package: ``python setup.py --use-mypyc bdist_wheel``
-3. Use the newly created wheel: ``pip3 install dist/...``
-
-
 With Python
 -----------
 
@@ -162,7 +152,7 @@ In case the web page features easily readable metadata in the header, the extrac
 .. code-block:: python
 
     >>> find_date('https://creativecommons.org/about/')
-    '2017-08-11' # has been updated since
+    '2017-08-11' # may change
     >>> find_date('https://creativecommons.org/about/', extensive_search=False)
     >>>
 
@@ -189,7 +179,7 @@ Change the output to a format known to Python's ``datetime`` module, the default
 .. code-block:: python
 
     >>> find_date('https://www.gnu.org/licenses/gpl-3.0.en.html', outputformat='%d %B %Y')
-    '18 November 2016'  # may have changed since
+    '18 November 2016'  # may change
 
 
 Original vs. updated dates
@@ -200,7 +190,7 @@ Although the time delta between original publication and "last modified" info is
 .. code-block:: python
 
     >>> find_date('https://netzpolitik.org/2016/die-cider-connection-abmahnungen-gegen-nutzer-von-creative-commons-bildern/', original_date=True)  # modified behavior
-    '2016-06-23'
+    '2016-06-23' # may change
 
 For more information see `options page <options.html>`_.
 
diff --git a/docs/options.rst b/docs/options.rst
index 71c90f46..a2754545 100644
--- a/docs/options.rst
+++ b/docs/options.rst
@@ -27,15 +27,15 @@ An external module can be used for download, as described in versions anterior t
     >>> import requests
     >>> r = requests.get('https://creativecommons.org/about/')
     >>> find_date(r.text)
-    '2017-11-28' # may have changed since
+    '2017-11-28' # may change
     # using htmldate's own fetch_url function
     >>> from htmldate.utils import fetch_url
     >>> htmldoc = fetch_url('https://blog.wikimedia.org/2018/06/28/interactive-maps-now-in-your-language/')
     >>> find_date(htmldoc)
-    '2018-06-28'
+    '2018-06-28' # may change
     # or simply
     >>> find_date('https://blog.wikimedia.org/2018/06/28/interactive-maps-now-in-your-language/') # URL detected
-    '2018-06-28'
+    '2018-06-28' # may change
 
 
 Date format
@@ -46,7 +46,7 @@ Change the output to a format known to Python's ``datetime`` module, the default
 .. code-block:: python
 
     >>> find_date('https://www.gnu.org/licenses/gpl-3.0.en.html', outputformat='%d %B %Y')
-    '18 November 2016' # may have changed since
+    '18 November 2016' # may change
     >>> find_date('http://blog.python.org/2016/12/python-360-is-now-available.html', outputformat='%Y-%m-%dT%H:%M:%S%z')
     '2016-12-23T05:11:00-0500'
 
@@ -62,7 +62,7 @@ Although the time delta between the original publication and the "last modified"
 .. code-block:: python
 
     >>> find_date('https://netzpolitik.org/2016/die-cider-connection-abmahnungen-gegen-nutzer-von-creative-commons-bildern/') # default setting
-    '2019-06-24'
+    '2019-06-24' # may change
     >>> find_date('https://netzpolitik.org/2016/die-cider-connection-abmahnungen-gegen-nutzer-von-creative-commons-bildern/', original_date=True) # modified behavior
     '2016-06-23'
 
@@ -77,8 +77,6 @@ See ``settings.py`` file:
    :show-inheritance:
    :undoc-members:
 
-The module can then be re-compiled locally to apply changes to the settings.
-
 
 Clearing caches
 ~~~~~~~~~~~~~~~
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 8d0cbee9..b02618bd 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,4 +1,3 @@
 # version required
-sphinx>=8.1.3
-# without version specifier
-htmldate
+sphinx>=9.1.0
+# htmldate itself is installed from the repo root (see .readthedocs.yaml)
diff --git a/htmldate/__init__.py b/htmldate/__init__.py
index 19678528..c8b0023c 100644
--- a/htmldate/__init__.py
+++ b/htmldate/__init__.py
@@ -7,7 +7,7 @@
 __author__ = "Adrien Barbaresi"
 __license__ = "Apache-2.0"
 __copyright__ = "Copyright 2017-present, Adrien Barbaresi"
-__version__ = "1.9.4"
+__version__ = "1.10.0"
 
 
 import logging
diff --git a/htmldate/cli.py b/htmldate/cli.py
index abba2e13..ac58f6c3 100644
--- a/htmldate/cli.py
+++ b/htmldate/cli.py
@@ -81,13 +81,13 @@ def process_args(args: argparse.Namespace) -> None:
         if args.URL:
             htmlstring = fetch_url(args.URL)
             if htmlstring is None:
-                sys.exit(f"No data for URL: {args.URL}" + "\n")
+                sys.exit(f"No data for URL: {args.URL}\n")
         # unicode check
         else:
             try:
                 htmlstring = sys.stdin.read()
             except UnicodeDecodeError as err:
-                sys.exit(f"Wrong buffer encoding: {str(err)}" + "\n")
+                sys.exit(f"Wrong buffer encoding: {err}\n")
         result = cli_examine(htmlstring, args)
         if result is not None:
             sys.stdout.write(result + "\n")
diff --git a/htmldate/core.py b/htmldate/core.py
index f40489d6..e7baf346 100644
--- a/htmldate/core.py
+++ b/htmldate/core.py
@@ -28,8 +28,6 @@
     FAST_PREPEND,
     SLOW_PREPEND,
     FREE_TEXT_EXPRESSIONS,
-    MAX_SEGMENT_LEN,
-    MIN_SEGMENT_LEN,
     YEAR_PATTERN,
     YMD_PATTERN,
     COPYRIGHT_PATTERN,
@@ -54,11 +52,18 @@
     THREE_COMP_REGEX_B,
     TWO_COMP_REGEX,
 )
-from .settings import CACHE_SIZE, CLEANING_LIST, MAX_POSSIBLE_CANDIDATES
+from .settings import (
+    CACHE_SIZE,
+    CLEANING_LIST,
+    MAX_POSSIBLE_CANDIDATES,
+    MAX_SEGMENT_LEN,
+    MIN_SEGMENT_LEN,
+)
 from .utils import Extractor, clean_html, load_html, trim_text
 from .validators import (
     check_extracted_reference,
     compare_values,
+    correct_year,
     filter_ymd_candidate,
     get_min_date,
     get_max_date,
@@ -563,7 +568,7 @@ def normalize_match(match: re.Match[str] | None) -> str:
     and optionally expand the year from two to four digits."""
     day, month, year = (g.zfill(2) for g in match.groups() if g)  # type: ignore[union-attr]
     if len(year) == 2:
-        year = f"19{year}" if year[0] == "9" else f"20{year}"
+        year = str(correct_year(int(year)))
     return f"{year}-{month}-{day}"
 
 
@@ -852,8 +857,6 @@ def find_date(
         original_date,
         outputformat,
     )
-    # unclear what this line is for and it impedes type checking:
-    # find_date.extensive_search = extensive_search
 
     # URL
     if url is None:
@@ -891,9 +894,7 @@ def find_date(
     # costly deepcopy of the whole document
     pruning_tree = deepcopy(tree) if isinstance(htmlobject, HtmlElement) else tree
     try:
-        search_tree, discarded = discard_unwanted(
-            clean_html(pruning_tree, CLEANING_LIST)
-        )
+        search_tree = discard_unwanted(clean_html(pruning_tree, CLEANING_LIST))
     # rare LXML error: no NULL bytes or control characters
     except ValueError:  # pragma: no cover
         search_tree = tree
@@ -923,13 +924,6 @@ def find_date(
     if result is not None:
         return result
 
-    # TODO: decide on this
-    # search in discarded parts (e.g. archive.org-banner)
-    # for subtree in discarded:
-    #    dateresult = examine_date_elements(subtree, DATE_EXPRESSIONS, options)
-    #    if dateresult is not None:
-    #        return dateresult
-
     # robust conversion to string
     try:
         htmlstring = tostring(search_tree, pretty_print=False, encoding="unicode")
diff --git a/htmldate/extractors.py b/htmldate/extractors.py
index 01ad9025..9e5efd87 100644
--- a/htmldate/extractors.py
+++ b/htmldate/extractors.py
@@ -18,9 +18,9 @@
 from lxml.html import HtmlElement
 
 # own
-from .settings import CACHE_SIZE
+from .settings import CACHE_SIZE, MAX_SEGMENT_LEN
 from .utils import Extractor, trim_text
-from .validators import convert_date, is_valid_date, validate_and_convert
+from .validators import convert_date, correct_year, is_valid_date, validate_and_convert
 
 LOGGER = logging.getLogger(__name__)
 
@@ -80,8 +80,6 @@
 # or contains(@id, 'lastmod') or contains(@class, 'updated')
 
 FREE_TEXT_EXPRESSIONS = XPath(FAST_PREPEND + "/text()")
-MIN_SEGMENT_LEN = 6
-MAX_SEGMENT_LEN = 52
 
 # discard parts of the webpage
 # archive.org banner inserts
@@ -209,13 +207,11 @@
 SIMPLE_PATTERN = re.compile(rf"(?<!w3.org)\D({YEAR_RE})\D")
 
 
-def discard_unwanted(tree: HtmlElement) -> tuple[HtmlElement, list[HtmlElement]]:
-    """Delete unwanted sections of an HTML document and return them as a list"""
-    my_discarded = []
+def discard_unwanted(tree: HtmlElement) -> HtmlElement:
+    """Delete unwanted sections of an HTML document."""
     for subtree in DISCARD_EXPRESSIONS(tree):
-        my_discarded.append(subtree)
         subtree.getparent().remove(subtree)
-    return tree, my_discarded
+    return tree
 
 
 def extract_url_date(
@@ -237,13 +233,6 @@ def extract_url_date(
     return None
 
 
-def correct_year(year: int) -> int:
-    """Adapt year from YY to YYYY format"""
-    if year < 100:
-        year += 1900 if year >= 90 else 2000
-    return year
-
-
 def try_swap_values(day: int, month: int) -> tuple[int, int]:
     """Swap day and month values if it seems feasible."""
     return (month, day) if month > 12 and day <= 12 else (day, month)
diff --git a/htmldate/settings.py b/htmldate/settings.py
index 2f1aa3d4..5e8fc1ab 100644
--- a/htmldate/settings.py
+++ b/htmldate/settings.py
@@ -18,6 +18,10 @@
 # set an upper limit to the number of candidates
 MAX_POSSIBLE_CANDIDATES: int = 1000
 
+# Text segment length bounds (in characters) for date extraction
+MIN_SEGMENT_LEN: int = 6
+MAX_SEGMENT_LEN: int = 52
+
 CLEANING_LIST = [
     "applet",
     "audio",
diff --git a/htmldate/utils.py b/htmldate/utils.py
index 90382d53..10855f8e 100644
--- a/htmldate/utils.py
+++ b/htmldate/utils.py
@@ -8,6 +8,7 @@
 
 from dataclasses import dataclass
 from datetime import datetime
+from typing import Any
 
 import urllib3
 
@@ -109,15 +110,14 @@ def decode_file(filecontent: bytes | str) -> str:
     return htmltext or str(filecontent, encoding="utf-8", errors="replace")
 
 
-def decode_response(response: urllib3.response.HTTPResponse | bytes) -> str:
-    """Read the urllib3 object corresponding to the server response, then
-    try to guess its encoding and decode it to return a unicode string"""
-    # urllib3 response object / bytes switch
-    if isinstance(response, urllib3.response.HTTPResponse):
-        resp_content = response.data
-    else:
-        resp_content = response
-    return decode_file(resp_content)
+def decode_response(response: Any) -> str:
+    """Read the data from a response object exposing the body via ``.data``
+    (e.g. urllib3 or a compatible response) or from a bytestring, then guess
+    its encoding and decode it to return a unicode string."""
+    # accept any response-like object exposing the body via .data, or raw bytes;
+    # .data may be None, so guard before decoding
+    data = response.data if hasattr(response, "data") else response
+    return decode_file(data) if data else ""
 
 
 def fetch_url(url: str) -> str | None:
diff --git a/htmldate/validators.py b/htmldate/validators.py
index d8c5462d..a04062d2 100644
--- a/htmldate/validators.py
+++ b/htmldate/validators.py
@@ -90,6 +90,13 @@ def is_valid_format(outputformat: str) -> bool:
     return True
 
 
+def correct_year(year: int) -> int:
+    """Adapt year from YY to YYYY format"""
+    if year < 100:
+        year += 1900 if year >= 90 else 2000
+    return year
+
+
 def plausible_year_filter(
     htmlstring: str,
     *,
@@ -114,8 +121,7 @@ def plausible_year_filter(
         if not incomplete:
             potential_year = int(lastdigits)
         else:
-            century = "19" if lastdigits[0] == "9" else "20"
-            potential_year = int(century + lastdigits)
+            potential_year = correct_year(int(lastdigits))
 
         if not min_year <= potential_year <= max_year:
             LOGGER.debug("no potential year: %s", item)
diff --git a/tests/comparison.py b/tests/comparison.py
index a3de094c..69460a6f 100644
--- a/tests/comparison.py
+++ b/tests/comparison.py
@@ -4,8 +4,6 @@
 
 import argparse
 import contextlib
-import json
-import os
 import sys
 import time
 
@@ -15,6 +13,7 @@
 
 
 from evaluation import (
+    EVAL_PAGES,
     evaluate_result,
     load_document,
     run_htmldate_extensive,
@@ -27,17 +26,6 @@
 )
 
 
-TEST_DIR = os.path.abspath(os.path.dirname(__file__))
-# list the jsons containing the pages here
-eval_paths = ["eval_mediacloud_2020.json", "eval_default.json"]
-# load the pages here
-EVAL_PAGES = {}
-for each in eval_paths:
-    evalpath = os.path.join(TEST_DIR, each)
-    with open(evalpath, "r", encoding="utf-8") as f:
-        EVAL_PAGES.update(json.load(f))
-
-
 PARSER = argparse.ArgumentParser(description="Run the evaluation")
 PARSER.add_argument(
     "--small",
@@ -63,20 +51,19 @@
 FUNC_DICT = {
     "htmldate_extensive": run_htmldate_extensive,
     "htmldate_fast": run_htmldate_fast,
-    **{
-        key: func
-        for key, func in [
-            ("newspaper", run_newspaper),
-            ("newsplease", run_newsplease),
-            ("articledateextractor", run_articledateextractor),
-            ("date_guesser", run_dateguesser),
-            ("goose", run_goose),
-        ]
-        if not ARGS.small
-    },
 }
+if not ARGS.small:
+    FUNC_DICT.update(
+        {
+            "newspaper": run_newspaper,
+            "newsplease": run_newsplease,
+            "articledateextractor": run_articledateextractor,
+            "date_guesser": run_dateguesser,
+            "goose": run_goose,
+        }
+    )
 
-RESULTS_DICT = {key: TEMPLATE_DICT.copy() for key, value in FUNC_DICT.items()}
+RESULTS_DICT = {key: TEMPLATE_DICT.copy() for key in FUNC_DICT}
 
 
 def calculate_scores(name, mydict):
diff --git a/tests/eval-requirements.txt b/tests/eval-requirements.txt
index cc552d17..00492a8d 100644
--- a/tests/eval-requirements.txt
+++ b/tests/eval-requirements.txt
@@ -1,13 +1,16 @@
 # package
-htmldate>=1.9.2
+htmldate>=1.10.0
 
 # alternatives
 articleDateExtractor==0.20
 date_guesser==2.1.4
-goose3==3.1.19
-newspaper3k==0.2.8
-news-please==1.6.13
+goose3==3.1.21
+# newspaper4k succeeds the unmaintained newspaper3k. Extras = tokenizers the
+# corpus needs (via news-please): nltk, tinysegmenter (ja), jieba (zh).
+# Also requires NLTK data: python -m nltk.downloader punkt_tab stopwords
+newspaper4k[nlp,ja,zh]==0.9.5
+news-please==1.6.16
 
 # helpers
-tabulate==0.9.0
-tqdm==4.67.0
+tabulate==0.10.0
+tqdm==4.67.3
diff --git a/tests/eval_default.json b/tests/eval_default.json
index ef77e503..b4600526 100644
--- a/tests/eval_default.json
+++ b/tests/eval_default.json
@@ -525,11 +525,11 @@
   },
   "https://www.uusisuomi.fi/uutiset/sanna-marin-tapasi-angela-merkelin-myos-saksa-haluaa-pitaa-kiinni-maataloustuista-meidan-nakemyksiamme-suurimpana-nettomaksajana-ei-ole-otettu-riittavasti-huomioon/b29c11d3-9590-4045-8e2c-a568f9f24617": {
     "file": "uusisuomi.fi.angela.html",
-    "date": "2019-02-19"
+    "date": "2020-02-19"
   },
   "https://yle.fi/uutiset/3-11212601": {
     "file": "yle.fi.3-11212601.html",
-    "date": "2019-02-19"
+    "date": "2020-02-19"
   },
   "https://www.tofugu.com/travel/dezuka-suisan/": {
     "file": "tofugu.com.dezuka-suisan.html",
@@ -713,7 +713,7 @@
   },
   "https://zahlenzauberin.wordpress.com/2012/08/22/was-zum-horen-in-den-ferien/": {
     "file": "zahlenzauberin.wordpress.com.ferien.html",
-    "date": "2010-08-22"
+    "date": "2012-08-22"
   },
   "https://www.deutschlandfunk.de/die-zukunft-der-arbeit-wir-dekorieren-auf-der-titanic-die.911.de.html?dram:article_id=385022": {
     "file": "deutschlandfunk.de.titanic.html",
@@ -877,7 +877,7 @@
   },
   "https://www.theplanetarypress.com/2020/01/management-of-intact-forestlands-by-indigenous-peoples-key-to-protecting-climate/": {
     "file": "theplanetarypress.com.forestlands.html",
-    "date": "2020-01-19"
+    "date": "2020-01-17"
   },
   "https://wikimediafoundation.org/news/2020/01/15/access-to-wikipedia-restored-in-turkey-after-more-than-two-and-a-half-years/": {
     "file": "wikimediafoundation.org.turkey.html",
@@ -937,7 +937,7 @@
   },
   "https://www.tomshardware.com/uk/news/where-and-how-to-buy-rtx-3080-3090-3070": {
     "file": "tomshardware.com.rtx.html",
-    "date": "2020-11-02"
+    "date": "2020-11-04"
   },
   "https://stardewvalleywiki.com/Penny": {
     "file": "stardewvalleywiki.com.penny.html",
@@ -985,7 +985,7 @@
   },
   "https://diem25.org/the-eus-green-deal-isnt-enough-save-from-climate-catastrophe/": {
     "file": "diem25.org.climate.html",
-    "date": "2020-12-12"
+    "date": "2020-10-12"
   },
   "https://www.economist.com/open-future/2018/06/18/why-collaborative-thinking-beats-individual-smarts": {
     "file": "economist.com.thinking.html",
@@ -1041,7 +1041,7 @@
   },
   "https://mywakenews.wordpress.com/2016/07/09/nwo-psyop-unitedwestrike-radio-marathon/": {
     "file": "mywakenews.wordpress.com.psyop.html",
-    "date": "2016-06-09"
+    "date": "2016-07-09"
   },
   "https://web.archive.org/web/20130307194448/the-pain.net/2008/05/silkroad-roc-mountain-quests-und-npcs.html": {
     "file": "archive.org.the-pain.net.silkroad.html",
@@ -1373,7 +1373,7 @@
   },
   "https://berkutschi.com/de/front/news/10759-marius-lindvik-gewinnt-in-willingen": {
     "file": "berkutschi.com-willingen.html",
-    "date": "2022-01-31"
+    "date": "2022-01-30"
   },
   "https://www.berliner-feuerwehr.de/aktuelles/nachrichten/feuerwehr-und-katastrophenschutz-ehrenzeichen-verliehen-3896/": {
     "file": "berliner-feuerwehr.de-Ehrenzeichen.html",
@@ -1661,7 +1661,7 @@
   },
   "https://www.ekiba.de/detail/nachricht-seite/id/35204-trauern-digital-am-ewigkeitssonntag/?default=true": {
     "file": "ekiba.de-trauer.html",
-    "date": "2021-12-12"
+    "date": "2021-11-12"
   },
   "https://emacspeak.blogspot.com/2019/10/meta-programming-in-emacs-using.html": {
     "file": "emacspeak.blogspot.com.meta.html",
@@ -1825,7 +1825,7 @@
   },
   "https://www.handwerksblatt.de/themen-specials/coronaschutz-im-betrieb/2g-3g-was-gilt-beim-friseurbesuch": {
     "file": "handwerksblatt.de-Friseurbesuch.html",
-    "date": "2022-01-01"
+    "date": "2022-01-14"
   },
   "https://www.haus.de/bauen/vorsatzschalung-33656": {
     "file": "haus.de-Vorsatzschallung.html",
@@ -2121,7 +2121,7 @@
   },
   "https://redtri.com/best-jokes-for-kids/slide/1": {
     "file": "redtri.com.jokes.html",
-    "date": "2020-11-03"
+    "date": "2021-09-19"
   },
   "https://www.refinery29.com/de-de/vreni-frost-instagram-werbung-abmahnung": {
     "file": "refiner29.com-Verni.html",
@@ -2169,7 +2169,7 @@
   },
   "https://www.selbst.de/wurmkiste-39572.html": {
     "file": "selbst.de-wurmkiste.html",
-    "date": "2022-01-22"
+    "date": "2021-02-22"
   },
   "https://www.siegessaeule.de/magazin/p%C3%A4dophilie-als-politisches-machtinstrument/": {
     "file": "siegessaeule.de-Machtinstrument.html",
@@ -2237,7 +2237,7 @@
   },
   "https://www.tennismagazin.de/news/zverev-zieht-ins-viertelfinale-von-montpellier-ein/": {
     "file": "tennismagazin.de-viertelfinale.html",
-    "date": "2022-02-04"
+    "date": "2022-02-03"
   },
   "https://www.tennisnet.com/news/diese-ymers-zwei-ueberraschungen-an-einem-tag": {
     "file": "tennisnet.com-ueberraschungen.html",
@@ -2265,7 +2265,7 @@
   },
   "https://www.tierwelt.ch/news/natur-umwelt/immer-mehr-modemarken-werden-pelzfrei-so-erkennen-sie-echtpelz-im-laden": {
     "file": "tierwelt.ch-plez.html",
-    "date": "2022-02-02"
+    "date": "2022-02-01"
   },
   "https://www.tonight.de/unterhaltung/promis/daniela-buechner-danni-und-ennesto-monte-trennen-sich-arschloch_114240.html": {
     "file": "tonight.de-Arschloch.html",
@@ -2325,7 +2325,7 @@
   },
   "https://www.wochenblatt.com/landwirtschaft/agrarpolitik/heinen-esser-offen-fuer-existenzgruendungspraemie-12810183.html": {
     "file": "wochenblatt.com-Heinen-Essen.html",
-    "date": "2022-02-21"
+    "date": "2022-01-21"
   },
   "https://www.wolfgangmichal.de/2017/06/07/publizistische-sorgfaltspflicht-statt-netzwerkdurchsetzungsgesetz/": {
     "file": "wolfgangmichal.de.sorgfaltspflicht.html",
@@ -3045,7 +3045,7 @@
   },
   "https://popkultur.de/homosexuelle-schauspieler/": {
     "file": "Popkultur.de-Schauspieler.html",
-    "date": "2023-05-06"
+    "date": "2023-06-05"
   },
   "https://presse-augsburg.de/augsburger-verkehrs-und-tarifverbund-avv-erhoeht-die-oepnv-preise-deutlich/909665/": {
     "file": "presse-ausburg.de-Tarifverbund.html",
diff --git a/tests/eval_mediacloud_2020.json b/tests/eval_mediacloud_2020.json
index 1b84a29a..94166423 100644
--- a/tests/eval_mediacloud_2020.json
+++ b/tests/eval_mediacloud_2020.json
@@ -1 +1 @@
-{"https://zaxid.net/news/showNews.do?nastupnogo_tizhnya_na_ukrayinu_chekayut_anomalna_speka_ta_grozi&objectId=1503302": {"file": "1628285861.html", "date": "2020-06-07"}, "https://24tv.ua/yak-venediktova-zahishhala-nardepa-vid-slugi-narodu_n1419177": {"file": "1716869064.html", "date": "2020-09-21"}, "https://www.mynet.com/samsunda-sobadan-zehirlenen-2-cocuk-hastanelik-oldu-110106661445": {"file": "1783862633.html", "date": "2020-11-30"}, "http://www.detaykibris.com/yikilan-binalarkurtarma-calismalari-izmirden-goruntuler-2196g.htm": {"file": "1754856212.html", "date": "2020-10-30"}, "https://www.hatawtabloid.com/2020/02/18/aktres-sunod-sunuran-sa-aktor-bf/": {"file": "1523761669.html", "date": "2020-02-18"}, "http://auto-door16814.ttblogs.com/2028064/%E0%B8%9C-%E0%B8%9C%E0%B8%A5-%E0%B8%95-%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%88%E0%B8%B3%E0%B8%AB%E0%B8%99-%E0%B8%B2%E0%B8%A2%E0%B9%82%E0%B8%8B-%E0%B8%AD-%E0%B8%95%E0%B8%AA%E0%B8%B2%E0%B8%AB%E0%B8%81%E0%B8%A3%E0%B8%A3%E0%B8%A1%E0%B8%97-%E0%B8%81%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A0%E0%B8%97-%E0%B8%97-%E0%B8%81%E0%B8%8A%E0%B8%99-%E0%B8%94": {"file": "1799801548.html", "date": NaN}, "https://www.hbl.fi/artikel/bbc-premier-league-omstart-17-juli/": {"file": "1619092544.html", "date": "2020-05-28"}, "https://avaz.ba/kantoni/republika-srpska/604722/generalni-direktor-eprs-pozitivan-na-koronavirus": {"file": "1750355638.html", "date": "2020-10-26"}, "https://www.koha.net/kronike-e-zeze/233165/arrestohen-dy-persona-ne-peje-per-organizim-te-lojerave-te-fatit/": {"file": "1682093320.html", "date": "2020-08-13"}, "http://www.standard.al/2020/04/15/dite-zie-shenohen-1-mije-e-438-viktima-nga-covid-19-ne-24-oret-e-fundit-ne-france/": {"file": "1579090372.html", "date": "2020-04-15"}, "https://oren.mk.ru/social/2020/02/18/orenburgskim-chinovnikam-kupyat-eshhe-pyat-avtomobiley.html": {"file": "1523821409.html", "date": "2020-02-18"}, "https://www.inform.kz/ru/polnost-yu-obespechit-region-myasom-pticy-namereny-v-sko_a3725092": {"file": "1784458132.html", "date": "2020-12-01"}, "https://www.ukrinform.ru/rubric-kyiv/3103218-policia-napravila-delo-minera-stolicnogo-metro-v-sud.html": {"file": "1716561772.html", "date": NaN}, "https://rzn.mk.ru/social/2020/01/13/v-ryazani-nagradili-luchshikh-zhurnalistov.html": {"file": "1493663910.html", "date": "2020-01-13"}, "https://www.mk.ru/politics/2020/09/23/prichinoy-taynoy-inauguracii-lukashenko-stal-styd.html": {"file": "1719330438.html", "date": "2020-09-23"}, "https://tass.ru/moskva/8836033": {"file": "1647262025.html", "date": "2020-06-28"}, "https://www.mk.ru/social/2020/12/29/prisyazhnye-opravdali-muzhchinu-kotoryy-obvinyalsya-v-ubiystve-aktivista-v-serpukhove.html": {"file": "1810559448.html", "date": "2020-12-29"}, "https://aif.ru/politics/world/otrezat_golovu_vo_imya_proroka_terakt_vo_francii_obnazhil_starye_problemy": {"file": "1742998174.html", "date": "2020-10-19"}, "https://www.unn.com.ua/ru/news/1906059-parlament-moldovi-z-podachi-dodona-obmezhiv-povnovazhennya-sandu-sche-do-yiyi-inavguratsiyi": {"file": "1786902045.html", "date": "2020-12-03"}, "https://news.yam.md/ro/story/10939686": {"file": "1716324024.html", "date": NaN}, "https://www.noticiaexata.com.br/artigo/brasileiro-goias-supera-palmeiras-com-gol-no-apagar-das-luzes": {"file": "1777110076.html", "date": "2020-11-22"}, "http://feedproxy.google.com/~r/PublicoRSS/~3/iyen1-bXCVc/covid19-trump-ja-nao-corre-risco-infectar-terceiros-medico-casa-branca-1934765": {"file": "1735359864.html", "date": "2020-10-11"}, "https://economia.ig.com.br/2020-11-26/agronegocio-quer-salvar-relacao-com-a-china-apos-acusacoes-de-eduardo-bolsonaro.html": {"file": "1781093249.html", "date": "2020-11-26"}, "https://noticias.uol.com.br/ultimas-noticias/reuters/2020/03/14/sancoes-dos-eua-dificultam-severamente-luta-do-ira-contra-coronavirus-diz-rouhani.htm": {"file": "1548435131.html", "date": "2020-03-14"}, "https://opapel.com/quintal-dentro-do-ape-tres-dicas-para-integrar-a-varanda-a-sala-de-estar/": {"file": "1756260927.html", "date": "2020-11-01"}, "https://www.uol.com.br/esporte/futebol/ultimas-noticias/2020/05/21/witzel-ignora-decreto-e-diz-que-volta-e-de-responsabilidade-dos-clubes.htm": {"file": "1613345316.html", "date": "2020-05-21"}, "https://www.otempo.com.br/diversao/benjamin-moser-fala-sobre-a-autora-que-o-conquistou-aos-19-anos-1.2423262": {"file": "1793766917.html", "date": "2020-12-10"}, "https://revistaforum.com.br/brasil/tuca-almeida-do-the-voice-kids-morre-baleado/": {"file": "1594316187.html", "date": "2020-05-01"}, "https://g1.globo.com/ro/rondonia/noticia/2020/03/08/estudante-faz-vaquinha-virtual-para-tratamento-de-pitbull-abandonado-com-deficiencia.ghtml": {"file": "1542250510.html", "date": "2020-03-08"}, "https://www.uol.com.br/carros/videos/2020/06/23/comprador-capota-vw-polo-retirando-carro-da-concessionaria-assista.htm": {"file": "1643070775.html", "date": "2020-06-23"}, "https://trojmiasto.wyborcza.pl/trojmiasto/7,35612,25651465,jest-nowy-prezes-grupy-lotos-ma-doswiadczenie-na-kierowniczych.html": {"file": "1511056469.html", "date": "2020-01-31"}, "https://tvn24.pl/swiat/koronawirus-w-chile-po-zniesieniu-obostrzen-tlumy-ludzi-w-sklepach-i-dlugie-kolejki-4668753?source=rss": {"file": "1686918031.html", "date": "2020-08-19"}, "http://alarmeringen.nl/zuid-holland/haaglanden/den-haag/34192126/p2000-ambulance-met-spoed-naar-hoge-zand-in-den-haag.html?utm_source=rss&utm_medium=nederland&utm_campaign=sharing": {"file": "1733850206.html", "date": "2020-10-09"}, "https://news.google.com/__i/rss/rd/articles/CBMibWh0dHBzOi8vd3d3Lm51Lm5sL2Zvcm11bGUtMS82MDgwMDIxL3ZlcnN0YXBwZW4tbm90ZWVydC16ZXNkZS10aWpkLWluLWRlcmRlLXRyYWluaW5nLXJ1c3Npc2NoZS1ncmFuZC1wcml4Lmh0bWzSAWxodHRwczovL3d3dy5udS5ubC9mb3JtdWxlLTEvNjA4MDAyMS92ZXJzdGFwcGVuLW5vdGVlcnQtemVzZGUtdGlqZC1pbi1kZXJkZS10cmFpbmluZy1ydXNzaXNjaGUtZ3JhbmQtcHJpeC5hbXA?oc=5": {"file": "1721884119.html", "date": "2020-06-14"}, "https://www.lrt.lt/naujienos/verslas/4/1261660/finansu-ministerija-vidaus-rinkoje-pasiskolino-30-mln-euru": {"file": "1750014643.html", "date": "2020-10-26"}, "https://www.noz.de/lokales/westerkappeln/artikel/1994799/kindergottesdienst-in-velpe-macht-teilnehmern-und-betreuerinnen-spass": {"file": "1518961308.html", "date": "2020-02-11"}, "http://m.daejonilbo.com/mnews.asp?pk_no=1412361": {"file": "1538026996.html", "date": "2020-03-04"}, "https://news.chosun.com/site/data/html_dir/2020/08/27/2020082704301.html": {"file": "1694328145.html", "date": "2020-08-27"}, 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diff --git a/tests/evaluation.py b/tests/evaluation.py
index 394125dd..7ecb5fb1 100644
--- a/tests/evaluation.py
+++ b/tests/evaluation.py
@@ -21,12 +21,11 @@
     from articleDateExtractor import extractArticlePublishedDate
     from date_guesser import guess_date
     from goose3 import Goose
-    from newspaper import Article
-    from newspaper.article import ArticleDownloadState
+    from newspaper import Article, parsers
     from newsplease import NewsPlease
 except ImportError:
     extractArticlePublishedDate = guess_date = Goose = None
-    Article = ArticleDownloadState = NewsPlease = None
+    Article = parsers = NewsPlease = None
 
 
 TEST_DIR = os.path.abspath(os.path.dirname(__file__))
@@ -82,24 +81,38 @@ def run_htmldate_fast(htmlstring):
 
 
 def run_newspaper(htmlstring):
-    """try with the newspaper module"""
-    # throws error on the eval_default dataset
+    """try with the newspaper module (newspaper4k)
+
+    Only the publication date is needed, so we run newspaper's cheap metadata
+    pass (``get_publishing_date``) and stop before ``calculate_best_node`` and
+    the rest of ``parse()``. This skips the per-language NLP tokenizers (much
+    faster, and avoids the optional language-data dependencies) and yields the
+    exact same date. Note: feeding the HTML via ``download(input_html=...)`` is
+    the correct newspaper4k entry point -- the older ``Article(html)`` hack
+    raised ``UnicodeEncodeError`` on non-ASCII pages, silently counting them as
+    misses. ``extractor.get_publishing_date`` is semi-internal: pin newspaper4k.
+    """
     try:
-        myarticle = Article(htmlstring)
-        myarticle.html = htmlstring
-        myarticle.download_state = ArticleDownloadState.SUCCESS
-        myarticle.parse()
+        article = Article(url="")
+        article.download(input_html=htmlstring)
+        article.doc = parsers.fromstring(article.html)
+        if article.doc is None:
+            return None
+        publish_date = article.extractor.get_publishing_date(article.url, article.doc)
     except (UnicodeDecodeError, UnicodeEncodeError):
         return None
-    if myarticle.publish_date is None or myarticle.publish_date == "":
-        return None
-    return str(myarticle.publish_date)[0:10]
+    return str(publish_date)[0:10] if publish_date else None
 
 
 def run_newsplease(htmlstring):
-    """try with newsplease"""
+    """try with newsplease
+
+    ``fetch_images=False`` skips image downloading/processing (and uses the
+    no-images newspaper extractor internally); the publication date is
+    unaffected and the call is ~2.5x faster.
+    """
     try:
-        article = NewsPlease.from_html(htmlstring, url=None)
+        article = NewsPlease.from_html(htmlstring, url=None, fetch_images=False)
         if article.date_publish is None:
             return None
         return convert_date(article.date_publish, "%Y-%m-%d %H:%M:%S", "%Y-%m-%d")
diff --git a/tests/unit_tests.py b/tests/unit_tests.py
index 92b37d32..cd472a6c 100644
--- a/tests/unit_tests.py
+++ b/tests/unit_tests.py
@@ -153,12 +153,13 @@ def test_sanity():
     assert is_valid_format("ABC") is False
     assert is_valid_format(123) is False
     assert is_valid_format(("a", "b")) is False
-    _, discarded = discard_unwanted(
+    tree = discard_unwanted(
         html.fromstring(
             '<html><body><div id="wm-ipp">000</div><div>AAA</div></body></html>'
         )
     )
-    assert len(discarded) == 1
+    assert tree.find('.//div[@id="wm-ipp"]') is None  # archive.org banner removed
+    assert "AAA" in tree.text_content()  # real content kept
     # reset caches: examine_date_elements used above
     old_values = try_date_expr.cache_info()
     reset_caches()