diff --git a/crosslingual_coreference/examples/test_individual.py b/crosslingual_coreference/examples/test_individual.py
index 4e16888..1b1949d 100644
--- a/crosslingual_coreference/examples/test_individual.py
+++ b/crosslingual_coreference/examples/test_individual.py
@@ -2,8 +2,6 @@
 
 from .data import texts
 
-predictor = Predictor(language='nl_core_news_sm')
+predictor = Predictor(language="nl_core_news_sm")
 
 print(predictor.pipe(texts))
-
-
diff --git a/poetry.lock b/poetry.lock
index ab73504..38bac77 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -89,46 +89,6 @@ py-rouge = "1.1"
 torch = ">=1.7.0,<1.11.0"
 word2number = ">=1.1"
 
-[[package]]
-name = "appnope"
-version = "0.1.2"
-description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
-docs = ["sphinx", "sphinx-notfound-page", "furo"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
-
-[[package]]
-name = "argon2-cffi-bindings"
-version = "21.2.0"
-description = "Low-level CFFI bindings for Argon2"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["pytest", "cogapp", "pre-commit", "wheel"]
-tests = ["pytest"]
-
 [[package]]
 name = "async-timeout"
 version = "4.0.2"
@@ -170,14 +130,6 @@ docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
 tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
 tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "base58"
 version = "2.1.1"
@@ -190,32 +142,27 @@ python-versions = ">=3.5"
 tests = ["mypy", "PyHamcrest (>=2.0.2)", "pytest (>=4.6)", "pytest-benchmark", "pytest-cov", "pytest-flake8"]
 
 [[package]]
-name = "beautifulsoup4"
-version = "4.10.0"
-description = "Screen-scraping library"
+name = "black"
+version = "22.3.0"
+description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">3.0.0"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
-soupsieve = ">1.2"
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
-[[package]]
-name = "bleach"
-version = "4.1.0"
-description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-packaging = "*"
-six = ">=1.9.0"
-webencodings = "*"
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "blis"
@@ -230,14 +177,14 @@ numpy = ">=1.15.0"
 
 [[package]]
 name = "boto3"
-version = "1.21.32"
+version = "1.21.39"
 description = "The AWS SDK for Python"
 category = "main"
 optional = false
 python-versions = ">= 3.6"
 
 [package.dependencies]
-botocore = ">=1.24.32,<1.25.0"
+botocore = ">=1.24.39,<1.25.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.5.0,<0.6.0"
 
@@ -246,7 +193,7 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.24.32"
+version = "1.24.39"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = false
@@ -258,11 +205,11 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = ">=1.25.4,<1.27"
 
 [package.extras]
-crt = ["awscrt (==0.13.5)"]
+crt = ["awscrt (==0.13.8)"]
 
 [[package]]
 name = "cached-path"
-version = "1.1.1"
+version = "1.1.2"
 description = ""
 category = "main"
 optional = false
@@ -272,12 +219,12 @@ python-versions = ">=3.7"
 boto3 = ">=1.0,<2.0"
 filelock = ">=3.4,<3.7"
 google-cloud-storage = ">=1.0,<3.0"
-huggingface-hub = ">=0.0.12,<0.5.0"
+huggingface-hub = ">=0.0.12,<0.6.0"
 requests = ">=2.0,<3.0"
-tqdm = ">=4.62,<4.64"
+tqdm = ">=4.62,<4.65"
 
 [package.extras]
-dev = ["flake8", "mypy (==0.942)", "black (==22.1.0)", "isort (==5.10.1)", "pytest", "flaky", "pytest-cov", "coverage", "codecov", "twine (>=1.11.0)", "setuptools", "wheel", "responses (==0.19.0)", "Sphinx (==4.4.0)", "furo (==2022.3.4)", "myst-parser (==0.17.0)", "sphinx-copybutton (==0.5.0)", "sphinx-autobuild (==2021.3.14)", "packaging"]
+dev = ["flake8", "mypy (==0.942)", "black (==22.3.0)", "isort (==5.10.1)", "pytest", "flaky", "pytest-cov", "coverage", "codecov", "twine (>=1.11.0)", "setuptools", "wheel", "responses (==0.20.0)", "Sphinx (==4.5.0)", "furo (==2022.4.7)", "myst-parser (==0.17.0)", "sphinx-copybutton (==0.5.0)", "sphinx-autobuild (==2021.3.14)", "packaging"]
 
 [[package]]
 name = "cached-property"
@@ -316,15 +263,12 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "cffi"
-version = "1.15.0"
-description = "Foreign Function Interface for Python calling C code."
+name = "cfgv"
+version = "3.3.1"
+description = "Validate configuration and produce human readable error messages."
 category = "dev"
 optional = false
-python-versions = "*"
-
-[package.dependencies]
-pycparser = "*"
+python-versions = ">=3.6.1"
 
 [[package]]
 name = "charset-normalizer"
@@ -401,40 +345,16 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0)"]
 audio = ["librosa"]
 benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.6.0)", "transformers (==3.0.2)"]
-dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)", "importlib-resources"]
+dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)", "importlib-resources"]
 docs = ["s3fs"]
 quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
 s3 = ["fsspec", "boto3", "botocore", "s3fs"]
 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
 tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "importlib-resources"]
+tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch (<8.0.0)", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[server,s3] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "torch", "torchaudio", "soundfile", "transformers", "bs4", "conllu", "h5py", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "torchmetrics (==0.6.0)", "mauve-text", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "Pillow (>=6.2.1)", "librosa", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "importlib-resources"]
 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
-[[package]]
-name = "debugpy"
-version = "1.6.0"
-description = "An implementation of the Debug Adapter Protocol for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "defusedxml"
-version = "0.7.1"
-description = "XML bomb protection for Python stdlib modules"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "dill"
 version = "0.3.4"
@@ -446,6 +366,14 @@ python-versions = ">=2.7, !=3.0.*"
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
 
+[[package]]
+name = "distlib"
+version = "0.3.4"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "docker-pycreds"
 version = "0.4.0"
@@ -457,14 +385,6 @@ python-versions = "*"
 [package.dependencies]
 six = ">=1.4.0"
 
-[[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "fairscale"
 version = "0.4.6"
@@ -488,6 +408,58 @@ python-versions = ">=3.7"
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
 testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
 
+[[package]]
+name = "flake8"
+version = "4.0.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-metadata = {version = "<4.3", markers = "python_version < \"3.8\""}
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.8.0,<2.9.0"
+pyflakes = ">=2.4.0,<2.5.0"
+
+[[package]]
+name = "flake8-bugbear"
+version = "22.3.23"
+description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+attrs = ">=19.2.0"
+flake8 = ">=3.0.0"
+
+[package.extras]
+dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit"]
+
+[[package]]
+name = "flake8-docstrings"
+version = "1.6.0"
+description = "Extension for flake8 which uses pydocstyle to check docstrings"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8 = ">=3"
+pydocstyle = ">=2.1"
+
+[[package]]
+name = "flake8-polyfill"
+version = "1.0.2"
+description = "Polyfill package for Flake8 plugins"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8 = "*"
+
 [[package]]
 name = "frozenlist"
 version = "1.3.0"
@@ -586,7 +558,7 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
 
 [[package]]
 name = "google-auth"
-version = "2.6.2"
+version = "2.6.4"
 description = "Google Authentication Library"
 category = "main"
 optional = false
@@ -605,7 +577,7 @@ reauth = ["pyu2f (>=0.1.5)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.2.3"
+version = "2.3.0"
 description = "Google Cloud API client core library"
 category = "main"
 optional = false
@@ -688,11 +660,11 @@ numpy = ">=1.14.5"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.4.0"
+version = "0.5.1"
 description = "Client library to download and publish models on the huggingface.co hub"
 category = "main"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
 filelock = "*"
@@ -704,12 +676,23 @@ tqdm = "*"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-tensorflow = ["tensorflow"]
-testing = ["pytest", "datasets"]
+all = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+tensorflow = ["tensorflow", "pydot", "graphviz"]
+testing = ["pytest", "datasets", "soundfile"]
 torch = ["torch"]
-all = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-dev = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+
+[[package]]
+name = "identify"
+version = "2.4.12"
+description = "File identification library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+license = ["ukkonen"]
 
 [[package]]
 name = "idna"
@@ -721,35 +704,19 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.11.3"
+version = "4.2.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
-
-[[package]]
-name = "importlib-resources"
-version = "5.6.0"
-description = "Read resources from Python packages"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
 
 [[package]]
 name = "iniconfig"
@@ -760,101 +727,18 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "ipykernel"
-version = "6.11.0"
-description = "IPython Kernel for Jupyter"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-debugpy = ">=1.0"
-ipython = ">=7.23.1"
-jupyter-client = ">=6.1.12"
-matplotlib-inline = ">=0.1"
-nest-asyncio = "*"
-psutil = "*"
-tornado = ">=6.1"
-traitlets = ">=5.1.0"
-
-[package.extras]
-test = ["pytest (>=6.0)", "pytest-cov", "flaky", "ipyparallel", "pre-commit", "pytest-timeout"]
-
-[[package]]
-name = "ipython"
-version = "7.32.0"
-description = "IPython: Productive Interactive Computing"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-jedi = ">=0.16"
-matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-traitlets = ">=4.2"
-
-[package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
-doc = ["Sphinx (>=1.3)"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["notebook", "ipywidgets"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
-
-[[package]]
-name = "ipython-genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "ipywidgets"
-version = "7.7.0"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = ">=4.5.1"
-ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
-ipython-genutils = ">=0.2.0,<0.3.0"
-jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
-nbformat = ">=4.2.0"
-traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.0,<3.7.0"
-
-[package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
-
-[[package]]
-name = "jedi"
-version = "0.18.1"
-description = "An autocompletion tool for Python that can be used for text editors."
+name = "isort"
+version = "5.10.1"
+description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+requirements_deprecated_finder = ["pipreqs", "pip-api"]
+colors = ["colorama (>=0.4.3,<0.5.0)"]
+plugins = ["setuptools"]
 
 [[package]]
 name = "jinja2"
@@ -894,111 +778,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "jsonschema"
-version = "4.4.0"
-description = "An implementation of JSON Schema validation for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-attrs = ">=17.4.0"
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
-
-[[package]]
-name = "jupyter"
-version = "1.0.0"
-description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = "*"
-ipywidgets = "*"
-jupyter-console = "*"
-nbconvert = "*"
-notebook = "*"
-qtconsole = "*"
-
-[[package]]
-name = "jupyter-client"
-version = "7.2.1"
-description = "Jupyter protocol implementation and client libraries"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
-python-dateutil = ">=2.8.2"
-pyzmq = ">=22.3"
-tornado = ">=6.0"
-traitlets = "*"
-
-[package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "jupyter-console"
-version = "6.4.3"
-description = "Jupyter terminal console"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-ipykernel = "*"
-ipython = "*"
-jupyter-client = ">=7.0.0"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-
-[package.extras]
-test = ["pexpect"]
-
-[[package]]
-name = "jupyter-core"
-version = "4.9.2"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
-
-[[package]]
-name = "jupyterlab-pygments"
-version = "0.1.2"
-description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-pygments = ">=2.4.1,<3"
-
-[[package]]
-name = "jupyterlab-widgets"
-version = "1.1.0"
-description = "A JupyterLab extension."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "langcodes"
 version = "3.3.0"
@@ -1027,20 +806,9 @@ optional = false
 python-versions = ">=3.7"
 
 [[package]]
-name = "matplotlib-inline"
-version = "0.1.3"
-description = "Inline Matplotlib backend for Jupyter"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[package.dependencies]
-traitlets = "*"
-
-[[package]]
-name = "mistune"
-version = "0.8.4"
-description = "The fastest markdown parser in pure Python"
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
 category = "dev"
 optional = false
 python-versions = "*"
@@ -1081,79 +849,12 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "nbclient"
-version = "0.5.13"
-description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
-optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-jupyter-client = ">=6.1.5"
-nbformat = ">=5.0"
-nest-asyncio = "*"
-traitlets = ">=5.0.0"
-
-[package.extras]
-sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
-test = ["ipython (<8.0.0)", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"]
-
-[[package]]
-name = "nbconvert"
-version = "6.4.5"
-description = "Converting Jupyter Notebooks"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-beautifulsoup4 = "*"
-bleach = "*"
-defusedxml = "*"
-entrypoints = ">=0.2.2"
-jinja2 = ">=2.4"
-jupyter-core = "*"
-jupyterlab-pygments = "*"
-MarkupSafe = ">=2.0"
-mistune = ">=0.8.1,<2"
-nbclient = ">=0.5.0,<0.6.0"
-nbformat = ">=4.4"
-pandocfilters = ">=1.4.1"
-pygments = ">=2.4.1"
-testpath = "*"
-traitlets = ">=5.0"
-
-[package.extras]
-all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (>=1,<1.1)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
-docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
-serve = ["tornado (>=4.0)"]
-test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (>=1,<1.1)"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
-
-[[package]]
-name = "nbformat"
-version = "5.2.0"
-description = "The Jupyter Notebook format"
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-jsonschema = ">=2.4,<2.5.0 || >2.5.0"
-jupyter-core = "*"
-traitlets = ">=4.1"
-
-[package.extras]
-fast = ["fastjsonschema"]
-test = ["check-manifest", "fastjsonschema", "testpath", "pytest"]
-
-[[package]]
-name = "nest-asyncio"
-version = "1.5.5"
-description = "Patch asyncio to allow nested event loops"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
+python-versions = "*"
 
 [[package]]
 name = "nltk"
@@ -1178,34 +879,12 @@ tgrep = ["pyparsing"]
 twitter = ["twython"]
 
 [[package]]
-name = "notebook"
-version = "6.4.10"
-description = "A web-based notebook environment for interactive computing"
+name = "nodeenv"
+version = "1.6.0"
+description = "Node.js virtual environment builder"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
-json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+python-versions = "*"
 
 [[package]]
 name = "numpy"
@@ -1248,24 +927,12 @@ pytz = ">=2017.3"
 test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
 
 [[package]]
-name = "pandocfilters"
-version = "1.5.0"
-description = "Utilities for writing pandoc filters in python"
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "parso"
-version = "0.8.3"
-description = "A Python Parser"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "pathtools"
@@ -1294,23 +961,16 @@ s3 = ["boto3"]
 test = ["pytest", "pytest-coverage", "mock", "typer-cli"]
 
 [[package]]
-name = "pexpect"
-version = "4.8.0"
-description = "Pexpect allows easy control of interactive console applications."
+name = "pep8-naming"
+version = "0.12.1"
+description = "Check PEP-8 naming conventions, plugin for flake8"
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-ptyprocess = ">=0.5"
-
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
-category = "dev"
-optional = false
-python-versions = "*"
+flake8 = ">=3.9.1"
+flake8-polyfill = ">=1.0.2,<2"
 
 [[package]]
 name = "pillow"
@@ -1324,6 +984,18 @@ python-versions = ">=3.7"
 docs = ["olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinx-rtd-theme (>=1.0)", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "platformdirs"
+version = "2.5.1"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+
 [[package]]
 name = "pluggy"
 version = "1.0.0"
@@ -1339,6 +1011,23 @@ importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pre-commit"
+version = "2.18.1"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+toml = "*"
+virtualenv = ">=20.0.8"
+
 [[package]]
 name = "preshed"
 version = "3.0.6"
@@ -1351,17 +1040,6 @@ python-versions = "*"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=0.28.0,<1.1.0"
 
-[[package]]
-name = "prometheus-client"
-version = "0.13.1"
-description = "Python client for the Prometheus monitoring system."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-twisted = ["twisted"]
-
 [[package]]
 name = "promise"
 version = "2.3"
@@ -1376,17 +1054,6 @@ six = "*"
 [package.extras]
 test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchmark", "mock"]
 
-[[package]]
-name = "prompt-toolkit"
-version = "3.0.28"
-description = "Library for building powerful interactive command lines in Python"
-category = "dev"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-wcwidth = "*"
-
 [[package]]
 name = "protobuf"
 version = "3.20.0"
@@ -1406,14 +1073,6 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.extras]
 test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
 
-[[package]]
-name = "ptyprocess"
-version = "0.7.0"
-description = "Run a subprocess in a pseudo terminal"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "py"
 version = "1.11.0"
@@ -1461,12 +1120,12 @@ python-versions = "*"
 pyasn1 = ">=0.4.6,<0.5.0"
 
 [[package]]
-name = "pycparser"
-version = "2.21"
-description = "C parser in Python"
+name = "pycodestyle"
+version = "2.8.0"
+description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pydantic"
@@ -1484,31 +1143,37 @@ dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
 [[package]]
-name = "pygments"
-version = "2.11.2"
-description = "Pygments is a syntax highlighting package written in Python."
+name = "pydocstyle"
+version = "6.1.1"
+description = "Python docstring style checker"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "pyparsing"
-version = "3.0.7"
-description = "Python parsing module"
-category = "main"
-optional = false
 python-versions = ">=3.6"
 
+[package.dependencies]
+snowballstemmer = "*"
+
 [package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+toml = ["toml"]
 
 [[package]]
-name = "pyrsistent"
-version = "0.18.1"
-description = "Persistent/Functional/Immutable data structures"
+name = "pyflakes"
+version = "2.4.0"
+description = "passive checker of Python programs"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyparsing"
+version = "3.0.8"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "pytest"
@@ -1551,22 +1216,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "pywin32"
-version = "303"
-description = "Python for Window Extensions"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "pywinpty"
-version = "2.0.5"
-description = "Pseudo terminal support for Windows from Python."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -1575,54 +1224,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "pyzmq"
-version = "22.3.0"
-description = "Python bindings for 0MQ"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = {version = "*", markers = "implementation_name == \"pypy\""}
-py = {version = "*", markers = "implementation_name == \"pypy\""}
-
-[[package]]
-name = "qtconsole"
-version = "5.3.0"
-description = "Jupyter Qt console"
-category = "dev"
-optional = false
-python-versions = ">= 3.7"
-
-[package.dependencies]
-ipykernel = ">=4.1"
-ipython-genutils = "*"
-jupyter-client = ">=4.1"
-jupyter-core = "*"
-pygments = "*"
-pyzmq = ">=17.1"
-qtpy = ">=2.0.1"
-traitlets = "*"
-
-[package.extras]
-doc = ["Sphinx (>=1.3)"]
-test = ["flaky", "pytest", "pytest-qt"]
-
-[[package]]
-name = "qtpy"
-version = "2.0.1"
-description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-packaging = "*"
-
-[package.extras]
-test = ["pytest (>=6.0.0)", "pytest-cov (>=3.0.0)", "pytest-qt"]
-
 [[package]]
 name = "regex"
 version = "2022.3.15"
@@ -1735,19 +1336,6 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.5"
 
-[[package]]
-name = "send2trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-nativelib = ["pyobjc-framework-cocoa", "pywin32"]
-objc = ["pyobjc-framework-cocoa"]
-win32 = ["pywin32"]
-
 [[package]]
 name = "sentencepiece"
 version = "0.1.96"
@@ -1758,7 +1346,7 @@ python-versions = "*"
 
 [[package]]
 name = "sentry-sdk"
-version = "1.5.8"
+version = "1.5.9"
 description = "Python client for Sentry (https://sentry.io)"
 category = "main"
 optional = false
@@ -1776,7 +1364,7 @@ celery = ["celery (>=3)"]
 chalice = ["chalice (>=1.16.0)"]
 django = ["django (>=1.8)"]
 falcon = ["falcon (>=1.4)"]
-flask = ["flask (>=0.11)", "blinker (>=1.1)"]
+flask = ["flask (>=0.11,<2.1.0)", "blinker (>=1.1)"]
 httpx = ["httpx (>=0.16.0)"]
 pure_eval = ["pure-eval", "executing", "asttokens"]
 pyspark = ["pyspark (>=2.4.4)"]
@@ -1839,12 +1427,12 @@ optional = false
 python-versions = ">=3.6"
 
 [[package]]
-name = "soupsieve"
-version = "2.3.1"
-description = "A modern CSS selector implementation for Beautiful Soup."
+name = "snowballstemmer"
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = "*"
 
 [[package]]
 name = "spacy"
@@ -1921,7 +1509,7 @@ wasabi = ">=0.8.1,<1.1.0"
 
 [[package]]
 name = "srsly"
-version = "2.4.2"
+version = "2.4.3"
 description = "Modern high-performance serialization utilities for Python"
 category = "main"
 optional = false
@@ -1951,33 +1539,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "terminado"
-version = "0.13.3"
-description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=4"
-
-[package.extras]
-test = ["pytest"]
-
-[[package]]
-name = "testpath"
-version = "0.6.0"
-description = "Test utilities for code working with files and commands"
-category = "dev"
-optional = false
-python-versions = ">= 3.5"
-
-[package.extras]
-test = ["pytest"]
-
 [[package]]
 name = "thinc"
 version = "8.0.15"
@@ -2028,7 +1589,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "tokenizers"
-version = "0.12.0"
+version = "0.12.1"
 description = "Fast and Customizable Tokenizers"
 category = "main"
 optional = false
@@ -2038,6 +1599,14 @@ python-versions = "*"
 docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
 testing = ["pytest", "requests", "numpy", "datasets"]
 
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -2084,17 +1653,9 @@ torch = "1.10.2"
 [package.extras]
 scipy = ["scipy"]
 
-[[package]]
-name = "tornado"
-version = "6.1"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "dev"
-optional = false
-python-versions = ">= 3.5"
-
 [[package]]
 name = "tqdm"
-version = "4.63.1"
+version = "4.64.0"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
@@ -2106,19 +1667,9 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 [package.extras]
 dev = ["py-make (>=0.1.0)", "twine", "wheel"]
 notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
 telegram = ["requests"]
 
-[[package]]
-name = "traitlets"
-version = "5.1.1"
-description = "Traitlets Python configuration system"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-test = ["pytest"]
-
 [[package]]
 name = "transformers"
 version = "4.17.0"
@@ -2179,6 +1730,14 @@ torch-speech = ["torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
 torchhub = ["filelock", "huggingface-hub (>=0.1.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.0)", "tokenizers (>=0.11.1,!=0.11.3)", "tqdm (>=4.27)"]
 vision = ["pillow"]
 
+[[package]]
+name = "typed-ast"
+version = "1.5.2"
+description = "a fork of Python 2 and 3 ast modules with type comment support"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "typer"
 version = "0.4.1"
@@ -2217,9 +1776,28 @@ brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
 secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.14.1"
+description = "Virtual Python Environment builder"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+distlib = ">=0.3.1,<1"
+filelock = ">=3.2,<4"
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+platformdirs = ">=2,<3"
+six = ">=1.9.0,<2"
+
+[package.extras]
+docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
+testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
+
 [[package]]
 name = "wandb"
-version = "0.12.11"
+version = "0.12.14"
 description = "A CLI and library for interacting with the Weights and Biases API."
 category = "main"
 optional = false
@@ -2240,7 +1818,6 @@ sentry-sdk = ">=1.0.0"
 setproctitle = "*"
 shortuuid = ">=0.5.0"
 six = ">=1.13.0"
-yaspin = ">=1.0.0"
 
 [package.extras]
 aws = ["boto3"]
@@ -2248,7 +1825,7 @@ azure = ["azure-storage-blob"]
 gcp = ["google-cloud-storage"]
 grpc = ["grpcio (>=1.27.2)"]
 kubeflow = ["kubernetes", "minio", "google-cloud-storage", "sh"]
-launch = ["jupyter-repo2docker", "nbconvert", "chardet", "iso8601", "typing-extensions", "yaspin"]
+launch = ["nbconvert", "chardet", "iso8601", "typing-extensions"]
 media = ["numpy", "moviepy", "pillow", "bokeh", "soundfile", "plotly", "rdkit-pypi"]
 sweeps = ["numpy (>=1.15,<1.21)", "scipy (>=1.5.4)", "pyyaml", "scikit-learn (==0.24.1)", "jsonschema (>=3.2.0)", "jsonref (>=0.2)", "pydantic (>=1.8.2)"]
 
@@ -2268,25 +1845,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "widgetsnbextension"
-version = "3.6.0"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-notebook = ">=4.4.1"
-
 [[package]]
 name = "word2number"
 version = "1.1"
@@ -2316,33 +1874,22 @@ idna = ">=2.0"
 multidict = ">=4.0"
 typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
-[[package]]
-name = "yaspin"
-version = "2.1.0"
-description = "Yet Another Terminal Spinner"
-category = "main"
-optional = false
-python-versions = ">=3.6.2,<4.0.0"
-
-[package.dependencies]
-termcolor = ">=1.1.0,<2.0.0"
-
 [[package]]
 name = "zipp"
-version = "3.7.0"
+version = "3.8.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.7.1,<4.0"
-content-hash = "58550bae29b1fc88e505c0da5db183acbd4b87aad7ee91aa286ea57f2b8d4d72"
+content-hash = "12a9be8b29a7dc9e3441325d25f3783b2bdab976c18d69fe58292d6927c595d1"
 
 [metadata.files]
 aiohttp = [
@@ -2431,37 +1978,6 @@ allennlp-models = [
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 ]
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-]
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 async-timeout = [
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@@ -2478,21 +1994,34 @@ attrs = [
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 ]
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-    {file = "wandb-0.12.11.tar.gz", hash = "sha256:808c832a109cdd49f85226446b4224c77ff3bd81c0a9470e8fce43e5306a39a0"},
+    {file = "wandb-0.12.14-py2.py3-none-any.whl", hash = "sha256:2bc25af123d98279acd2cdecf1c2911b1d0f456393fc3eebb0e5c199607c7f9a"},
+    {file = "wandb-0.12.14.tar.gz", hash = "sha256:15a6da8739ed098841dff3074dc8edcb818e118e7ded1649c183d158e212fe2d"},
 ]
 wasabi = [
     {file = "wasabi-0.9.1-py3-none-any.whl", hash = "sha256:217edcb2850993c7931399e7419afccde13539d589e333bc85f9053cf0bb1772"},
@@ -4112,14 +3386,6 @@ wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
-webencodings = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
-]
-widgetsnbextension = [
-    {file = "widgetsnbextension-3.6.0-py2.py3-none-any.whl", hash = "sha256:4fd321cad39fdcf8a8e248a657202d42917ada8e8ed5dd3f60f073e0d54ceabd"},
-    {file = "widgetsnbextension-3.6.0.tar.gz", hash = "sha256:e84a7a9fcb9baf3d57106e184a7389a8f8eb935bf741a5eb9d60aa18cc029a80"},
-]
 word2number = [
     {file = "word2number-1.1.zip", hash = "sha256:70e27a5d387f67b04c71fbb7621c05930b19bfd26efd6851e6e0f9969dcde7d0"},
 ]
@@ -4253,11 +3519,7 @@ yarl = [
     {file = "yarl-1.7.2-cp39-cp39-win_amd64.whl", hash = "sha256:797c2c412b04403d2da075fb93c123df35239cd7b4cc4e0cd9e5839b73f52c58"},
     {file = "yarl-1.7.2.tar.gz", hash = "sha256:45399b46d60c253327a460e99856752009fcee5f5d3c80b2f7c0cae1c38d56dd"},
 ]
-yaspin = [
-    {file = "yaspin-2.1.0-py3-none-any.whl", hash = "sha256:d574cbfaf0a349df466c91f7f81b22460ae5ebb15ecb8bf9411d6049923aee8d"},
-    {file = "yaspin-2.1.0.tar.gz", hash = "sha256:c8d34eca9fda3f4dfbe59f57f3cf0f3641af3eefbf1544fbeb9b3bacf82c580a"},
-]
 zipp = [
-    {file = "zipp-3.7.0-py3-none-any.whl", hash = "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"},
-    {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"},
+    {file = "zipp-3.8.0-py3-none-any.whl", hash = "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"},
+    {file = "zipp-3.8.0.tar.gz", hash = "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 9cf3ee5..a39b8a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "crosslingual-coreference"
-version = "0.2.0"
+version = "0.2.1"
 description = "A multi-lingual approach to AllenNLP CoReference Resolution, along with a wrapper for spaCy."
 authors = ["David Berenstein <david.berenstein@pandoraintelligence.com>"]
 license = "MIT"