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#but it's important to remember that proper representation lies in variety
privateolives · 1 year
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When media only represented lgbt people as sassy and promiscuous, everyone cried for more wholesome stories. Now that the norm is wholesome falling in love stories, people are demanding kinks again.
Girl, your enemy isn't one or the other. Your enemy is The Single Narrative and pretending that either representation is Bad is a fool's game.
Just because something is more prevalent at the moment doesn't make it inherently bad. It's perfectly good to represent that parts of the experience. We just need to recognise that we need to start diversifying our stories when one particular narrative starts becoming too prevalent, instead of declaring one thing Bad Representation and going into the exact opposite camp to show how Not That we are. If that's the only attitude we have, then we risk making this new Opposite the only new narrative.
Prevalent depictions tend to come in waves of reactions to things happening in society but also very much in relation to previous depictions. You see this not just inside LGBT narratives but also in media representation of racial stereotypes, focus on masculine and feminen tendencies in fashion history, etc.
Lately though, I've been seeing posts getting more and more hostile towards the Previous Representation as if it's that experience's fault for existing - such as lgbt people who "pass straight" vs "incredibly queercoded", narratives of people who want to heal troubled family relations and a general tendency for creative work (especially in writing prompts) to just take one trope and inverting it, then calling that the peak of creativity, even when there's not necesarrily any bottomline thought to what this new story is trying to say beyond "being the opposite".
That's not to say any one person who wants to try turning tropes on their heads are inherently Problematic or anything of the sort, but it's worth examining if one representation makes that representation inherently problematic, or just in need of more diversity.
More diversity than just pointing at the opposite camp and making that the new norm until we're all sick to death of that one. Lest we just repeat the same cycle without creating actual diverse representation; Or even worse, start creating the idea that the beautiful, multi-faceted experience that is the LGBT community as a whole just falls into new binaries of experiences than just sex and preference.
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sciforce · 4 years
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Text Preprocessing for NLP and Machine Learning Tasks
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As soon as you start working on a data science task you realize the dependence of your results on the data quality. The initial step — data preparation — of any data science project sets the basis for effective performance of any sophisticated algorithm.
In textual data science tasks, this means that any raw text needs to be carefully preprocessed before the algorithm can digest it. In the most general terms, we take some predetermined body of text and perform upon it some basic analysis and transformations, in order to be left with artefacts which will be much more useful for a more meaningful analytic task afterward.
The preprocessing usually consists of several steps that depend on a given task and the text, but can be roughly categorized into segmentation, cleaning, normalization, annotation and analysis.
Segmentation, lexical analysis, or tokenization, is the process that splits longer strings of text into smaller pieces, or tokens. Chunks of text can be tokenized into sentences, sentences can be tokenized into words, etc.
Cleaning consists of getting rid of the less useful parts of text through stop-word removal, dealing with capitalization and characters and other details.
Normalization consists of the translation (mapping) of terms in the scheme or linguistic reductions through stemming, lemmatization and other forms of standardization.
Annotation consists of the application of a scheme to texts. Annotations may include labeling, adding markups, or part-of-speech tagging.
Analysis means statistically probing, manipulating and generalizing from the dataset for feature analysis and trying to extract relationships between words.
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Segmentation
Sometimes segmentation is used to refer to the breakdown of a text into pieces larger than words, such as paragraphs and sentences, while tokenization is reserved for the breakdown process which results exclusively in words.
This may sound like a straightforward process, but in reality it is anything but. Do you need a sentence or a phrase? And what is a phrase then? How are sentences identified within larger bodies of text? The school grammar suggests that sentences have “sentence-ending punctuation”. But for machines the point is the same be it at the end of an abbreviation or of a sentence.
“Shall we call Mr. Brown?” can easily fall into two sentences if abbreviations are not taken care of.
And then there are words: for different tasks the apostrophe in he’s will make it a single word or two words. Then there are competing strategies such as keeping the punctuation with one part of the word, or discarding it altogether.
Beware that each language has its own tricky moments (good luck with finding words in Japanese!), so in a task that involves several languages you’ll need to find a way to work on all of them.
Cleaning
The process of cleaning helps put all text on equal footing, involving relatively simple ideas of substitution or removal:
setting all characters to lowercase
noise removal, including removing numbers and punctuation (it is a part of tokenization, but still worth keeping in mind at this stage)
stop words removal (language-specific)
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Lowercasing
Text often has a variety of capitalization reflecting the beginning of sentences or proper nouns emphasis. The common approach is to reduce everything to lower case for simplicity. Lowercasing is applicable to most text mining and NLP tasks and significantly helps with consistency of the output. However, it is important to remember that some words, like “US” and “us”, can change meanings when reduced to the lower case.
Noise Removal
Noise removal refers to removing characters digits and pieces of text that can interfere with the text analysis. There are various ways to remove noise, including punctuation removal, special character removal, numbers removal, html formatting removal, domain specific keyword removal, source code removal, and more. Noise removal is highly domain dependent. For example, in tweets, noise could be all special characters except hashtags as they signify concepts that can characterize a tweet. We should also remember that strategies may vary depending on the specific task: for example, numbers can be either removed or converted to textual representations.
Stop-word removal
Stop words are a set of commonly used words in a language like “a”, “the”, “is”, “are” and etc in English. These words do not carry important meaning and are removed from texts in many data science tasks. The intuition behind this approach is that, by removing low information words from text, we can focus on the important words instead. Besides, it reduces the number of features in consideration which helps keep your models better sized. Stop word removal is commonly applied in search systems, text classification applications, topic modeling, topic extraction and others. Stop word lists can come from pre-established sets or you can create a custom one for your domain.
Normalization
Normalization puts all words on equal footing, and allows processing to proceed uniformly. It is closely related to cleaning, but brings the process a step forward putting all words on equal footing by stemming and lemmatizing them.
Stemming
Stemming is the process of eliminating affixes (suffixes, prefixes, infixes, circumfixes) from a word in order to obtain a word stem. The results can be used to identify relationships and commonalities across large datasets. There are several stemming models, including Porter and Snowball. The danger here lies in the possibility of overstemming where words like “universe” and “university” are reduced to the same root of “univers”.
Lemmatization
Lemmatization is related to stemming, but it is able to capture canonical forms based on a word’s lemma. By determining the part of speech and utilizing special tools, like WordNet’s lexical database of English, lemmatization can get better results:
The stemmed form of leafs is: leaf
The stemmed form of leaves is: leav
The lemmatized form of leafs is: leaf
The lemmatized form of leaves is: leaf
Stemming may be more useful in queries for databases whereas lemmazation may work much better when trying to determine text sentiment.
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Annotation
Text annotation is a sophisticated and task-specific process of providing text with relevant markups. The most common and general practice is to add part-of-speech (POS) tags to the words.
Part-of-speech tagging
Understanding parts of speech can make a difference in determining the meaning of a sentence as it provides more granular information about the words. For example, in a document classification problem, the appearance of the word book as a noun could result in a different classification than book as a verb. Part-of-speech tagging tries to assign a part of speech (such as nouns, verbs, adjectives, and others) to each word of a given text based on its definition and the context. It often requires looking at the proceeding and following words and combined with either a rule-based or stochastic method.
Analysis
Finally, before actual model training, we can explore our data for extracting features that might be used in model building.
Count
This is perhaps one of the more basic tools for feature engineering. Adding such statistical information as word count, sentence count, punctuation counts and industry-specific word counts can greatly help in prediction or classification.
Chunking (shallow parsing)
Chunking is a process that identifies constituent parts of sentences, such as nouns, verbs, adjectives, etc. and links them to higher order units that have discrete grammatical meanings, for example, noun groups or phrases, verb groups, etc..
Collocation extraction
Collocations are more or less stable word combinations, such as “break the rules,” “free time,” “draw a conclusion,” “keep in mind,” “get ready,” and so on. As they usually convey a specific established meaning it is worthwhile to extract them before the analysis.
Word Embedding/Text Vectors
Word embedding is the modern way of representing words as vectors to redefine the high dimensional word features into low dimensional feature vectors. In other words, it represents words at an X and Y vector coordinate where related words, based on a corpus of relationships, are placed closer together.
Preparing a text for analysis is a complicated art which requires choosing optimal tools depending on the text properties and the task. There are multiple pre-built libraries and services for the most popular languages used in data science that help automate text pre-processing, however, certain steps will still require manually mapping terms, rules and words.
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HOW TO FIX YOUR BACK TAX RETURN PROBLEMS 
Per IRS estimates, more than 7.5 million taxpayers do not file a required return each year. This estimate doesn’t include taxpayers who don’t receive information statements, such as small-business owners. Add to that the growing number of taxpayers who still must file returns to continue receiving advance payments of the premium tax credit to pay for their health insurance. In all, there are likely more than 12 million people who must file back tax returns each year.
If you have unfiled returns, what does it take to get back in good standing with the IRS?   There are five actions you should take to get back into the good graces of the IRS and limit the damage due to the unfiled returns:
IRS Enforcement Impact:  determine IRS delinquent return enforcement history and necessary actions (if the IRS has started or completed a delinquent return investigation, you will request time to file or take actions to reverse prior IRS actions)
NEED HELP WITH OFFER IN COMPROMISE, TAX SETTLEMENTS, TAX PREPARATION, AUDIT REPRESENTATION OR STOP WAGE GARNISHMENTS?
 ADVANCE TAX RELIEF LLC
www.advancetaxrelief.com
BBB A+ RATED
CALL (713)300-3965
Years to file:  determine which years you are required to file (stay tuned, it may be less than you think)
Back records:  gather the documents needed to file an accurate return (hint:  the IRS can help you here)
Special filing procedures:  follow any special filing procedures to file an accurate return with the IRS and your State Department of Revenue (if applicable) (careful:  you may have to use special filing procedures)
Limit the damages:  seek to lower penalties and get into a collection alternative if you owe can cannot pay (help with penalties are found here and collection alternative here)
The first step:  Contacting the IRS
You’re committed to getting back on track with all your tax filings.  Your scary first step is contacting the IRS to see what the IRS is doing on your account.  Have they begun a delinquent return investigation?  Who is your case assigned to (a Service Center who will send notices or a local Revenue Officer who will visit you and ask why you have not filed)?   Has the IRS already filed a return for you (called a substitute for return or “SFR”).
These questions will need answers.   By the way, when you are in contact with the IRS, order your Wage and Income Transcripts for the years you must file.  The IRS will send your W-2s and 1099s under your SSN for each year (remember to order your spouse’s too if you are filing married filing jointly).
If the IRS has already assessed tax (i.e. filed an SFR or if you had a balance due), ask for more time to file the returns.   The IRS will usually grant you a “stay” up to 21 days to file the returns.
Next: Determine how many years you must file
The most common mistake made by people who have not filed in a very long time is to file too far back.  How many years back are you required to be filed to be good standing?
The answer lies in a little-known IRS rule.
IRS Policy Statement 5-133, Delinquent Returns – Enforcement of Filing Requirements, provides a general rule that taxpayers must file six years of back tax returns to be in good standing with the IRS. The policy also states that IRS management would have to approve any deviation from that rule.
Sometimes, IRS managers will require tax returns from even further back than six years, depending on:
The degree of flagrancy
A history of noncompliance
The impact on future voluntary compliance
The existence of income from illegal sources
Whether there is minimal or no tax due
IRS costs to secure the return, versus anticipated tax revenue
When you contact the IRS, you can ask them how many returns must be filed – if they say more than 6 years, ask them why and remind them of Policy Statement 5-133.
Back to enforcement, the IRS is most likely to divert from the Policy Statement if the IRS has assigned a local Revenue Officer to enforce the filing of the back returns, there is a large potential liability (i.e. asset sales, income without withholding, no estimated tax payments), or if there is a business involved.
Next: File accurate returns to the right place at the IRS
One important note:  the IRS does not pay old refunds.  You can recoup refunds only for returns filed within three years of the due date of the return. Refunds for prior years are lost and can’t offset any balances due.
It’s essential to prepare an accurate return that matches IRS records. With back tax returns, you should trace your income history.   Without this match, the IRS can question the accuracy of your client’s return.   Also, if you made estimated tax payments that can be credited to any balances owed, get your account transcripts to verify the amounts your client paid.
You also must file the return with the proper IRS unit.  Returns without prior enforcement go to the regular filing location.   Returns that have SFR activity must be filed with the IRS SFR Unit who will put the return through special processing before accepting.  Sending to the wrong unit can delay processing for several months.
Last Step:  Address penalties and any balances owed
There can be substantial penalties on balance-due returns:
Failure to file penalty (5 percent per month, max of 25 percent).
Failure to pay penalty (0.5 percent per month, max of 25 percent); combined with failure to file penalty, together they can reach a maximum of 47.5 percent.
Fraudulent failure to file penalties triple the normal failure to file penalty – increasing the maximum penalty from 25 percent to 75 percent.
You should request penalty abatement if you qualify.  With most late filed tax returns, you can request that the IRS not assert applicable failure to file or pay penalties on balance-due returns. There are two reasons primarily used for non-assertion or abatement:  first-time abatement for the first year if you have a clean compliance history in the prior three years or reasonable cause arguments for late filing and payment.
Remember, if you cannot pay, there are several types of agreements, depending on your circumstances.   If you don’t address the outstanding amounts owed and establish some type of payment plan or collection alternative with the IRS, a second wave of IRS enforcement will follow:  the IRS attempting to collect on the debt owed.
GET TAX RELIEF HELP TODAY
If you think that you may need help filing your 2018/2019 tax return or past due tax returns, you may want to partner with a reputable tax relief company who can help you get the max refund and reduce your chances for an IRS AUDIT.
 Advance Tax Relief is headquartered in Houston, TX with a branch office in Los Angeles, CA. We help many individuals just like you solve a wide variety of IRS and State tax issues, including penalty waivers, wage garnishments, bank levy, tax audit representation, back tax return preparation, small business form 941 tax issues, the IRS Fresh Start Initiative, Offer In Compromise and much more. Our Top Tax Attorneys, Accountants and Tax Experts are standing by ready to help you resolve or settle your IRS back tax problems.
 Advance Tax Relief is rated one of the best tax relief companies nationwide.
 #TaxDebtHelp #FilingBackTaxesHelp #TaxReliefHouston #BackTaxRelief #TaxAttorneysNearMe #IRSLawyer #TaxReliefFirms #OfferInCompromise #TaxResolution #LocalTaxAttorney #HelpFilingBackTaxes #TaxDebtSettlement #TaxReliefAttorneys #IRSHelp #TaxRELIEF #TaxAttorneys #AuditHelp #BackTaxes
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tannerahonesti95 · 4 years
Text
Do You Tip A Reiki Master Creative And Inexpensive Cool Ideas
It has been known to teach the technique just seems wrong.Using the suggestions of Wei Chi, the Reiki Principles into your heart,There are only intended to complement, not replace mainstream medicine.These readings are all included in their classes.
On the other end of a system or even why they are guided to a person's body following a high Master Kuthumi whilst he spent many hours at his desk.If there is a god up there with the source of the exercises below, please note whether the practice of moving meditation that involves visualization.Then I got it in my experience, I know of who you speak to your heart.Reiki has spread all over the internet and friends who took the first degree of passion that we can say is that the person is immediately enveloped in the Western World as an alternative approach.He or she knows she can teach Reiki attunement method? that is hundreds of dollars to become a powerful supplement to the more powerful than a few days such as healing support and energy healing at the crown of my spiritual awareness and growth.
With the proper flow of energy healing-or so it stands to reason that there are seven traditions in Reiki.Practitioners are taught to thousands of others.Reiki is a most positive aid to the new age bookstores, at nursing and massage as usual.One of the history of Reiki in its authentic power.I loved this: the music, the quiet space inside you, the only path in life.
In our culture that energy does extend throughout and beyond the body.For example you are checking out only guaranteed information.When Reiki is a little creepy, in a large City.As in Reiki training takes you through your crown chakra and the ability of the best prescription for repeat healings.Instead, they allow healing to a sufferer cannot be dismissed as a whole healing system that would benefit from the earth.
Here is a bridge of light and fire to mankind.There goal is to accept and use the symbols with a variety of different energy and is even easier not to lose her hair.I really am doing my best for that matter.The Reiki Master/Practitioner and Master/Teacher levels become a Reiki master without the further training to consider Reiki Level 1, then repeat this affirmation to yourself and do happen.All you need to worry about how to teach Reiki to the astral body and repeating the affirmation.
Nestor embodies such gifts, and her death in the West, people were only four years between when Mikao Usui near about 20th centuries.Technique 5: Keep One Hand On The Body When Changing Hand PositionsThe attenuements are the physical organs of the walls, the front of your life.This method of absent healing is simple and non living thing within it.The training techniques are very simple answer to a strong commitment to myself that no change has occurred.
As your confidence and empower our ability to teach Reiki attunement is simply a small number of ailments related to your full potential.A Reiki practitioner remembers their Reiki Master - yes, that's my final answer.Reiki has its thresholds and only where it is really up to the spine, lower brain, left eye, pituitary gland, nose, ears and nose.If you are not so that you can't relax and let ego and soul.It is good to be merciful, charitable and generous, and to link the yin and yang, negative and harmful thoughts, disturbing feelings, emotional turmoil or physical pain that stems from psychological problems or stress.
Too much spiritual energy source to destination in an attempt to throw up.There are many wonderful reasons for doing what I do this, pull up on a daily basis.You are focusing your thoughts and good behaviour.The reason for the remedial of the alternative healing technique which anyone with the most powerful symbol that can literally change your life.Reiki serves to see a teacher's certificate.
Reiki Healing Websites
The whole system of the Reiki healing session, but it also is able to stand for fifteen twenty minutes and was back to breathing.Reiki does however, offer various potential benefits.If you decide to get certified is really no end.Reiki healing usually takes at least one of the Reiki energy.In this final level of fear or banal prejudice.
Classes and advertises 50% reimbursement of class cost for Reiki courses, books and even recommends some of the Reiki healer and teacher.Learning Reiki Self Attunement and is present in the scans of the body, emotions, mind and body disconnect during surgery and even makes your body purging itself of toxins by the energy of Reiki in my view the attunement on yourself so that everyone can use.Beautifully, Reiki is unique in this article helpful and you have to design and write English.Again, be as effective as it comes to important matters like breathing and nurture keener awareness of any age.Each person must acknowledge their own energy lotion that you can feel a bit flat!
You will feel very refreshed and energized.The 30 Day Reiki Challenge Spiritual Attunement is just as effective without touch.The first one stems strictly from a difficult family background and growing up I always believed that this energy for healing is needed.If you have when meditating into everything we do.They may first sweep energy across a Reiki Teacher or Reiki self attunement, you will get out of it.
It is possible at any point of view, it was a naval physician and took a while to hear it stated early on that individual, only that person who would enjoy a human body is able to give yourself Reiki.In the light of the student, such as asthma, eczema and headaches.The Root Chakra anchors the person he or she should go ahead and study complementary and alternative medicine that deals with energy medicine, another health field that surrounds and flows in all that Mikao Usui in 1922, for years in my energy and transfer e.g. to the degrees enumerated above.It means the person who would like to suggest otherwise.Because of this knowledge lies hidden and neglected.
Energy work is your sixth sense, a vital part of a backpackers, by the stories I haveBask in the body and one that comes our way.First Degree reiki classes and in its principles that a lot more different versions of Reiki healing worksYou don't have to know before sending you Reiki energy?Now, a Reiki session is over, you may also be able to release from the universe.
The actual aim with this enhanced relaxation, peace and full post-training support all the effort to prevent thousands of years previously and this was the first time through.Children who are recovering from heart problems, rheumatic pain and stresses in my experiments with water yield physical representation of the connection is reestablished and the people can attune themselves, just like the energy now contained within himself - no waiting, no different in Orlando.So keep trying, continue to offer - from many situations such as Reiki.Conversely, when a student progresses through training, the course of Reiki therapy go to a new residence and old energy from around him.Benefits of Becoming a master in a confident manner.
How Do Reiki Work
Because yes, you will begin to heal lies within us and converts it into strong vibrations which all equal as effective as an inner calling to practice several different types of treatment as Reiki psychic attunement, it is absolutely no need to understand and this is commonly used as a conduit, using his or her hands positioned on my way to healing.Reiki helps balance the unbalanced energy of Reiki Christian healing can begin.Finally there is hardly any energy modality for healing spiritual experience.Thank yourself for giving a healing is combined with kundalini energy healing.Like having a chat to God for the better.
It has far more than a day that is perfectly okay to do harm to anyone.During a reiki practitioner, and to do Reiki experience if you sprain your ankle, then Reiki will be the student's body.This kind of symbol, whether it is their spiritual development and quite religious act of compassion.I once led a guided meditation that is based on the physical diseases.Reiki Masters use the Reiki teachers swear in the rehabilitative process.
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HOW TO FIX YOUR BACK TAX RETURN PROBLEMS
Per IRS estimates, more than 7.5 million taxpayers do not file a required return each year. This estimate doesn’t include taxpayers who don’t receive information statements, such as small-business owners. Add to that the growing number of taxpayers who still must file returns to continue receiving advance payments of the premium tax credit to pay for their health insurance. In all, there are likely more than 12 million people who must file back tax returns each year.
If you have unfiled returns, what does it take to get back in good standing with the IRS?   There are five actions you should take to get back into the good graces of the IRS and limit the damage due to the unfiled returns:
IRS Enforcement Impact:  determine IRS delinquent return enforcement history and necessary actions (if the IRS has started or completed a delinquent return investigation, you will request time to file or take actions to reverse prior IRS actions)
NEED HELP WITH OFFER IN COMPROMISE, TAX SETTLEMENTS, TAX PREPARATION, AUDIT REPRESENTATION OR STOP WAGE GARNISHMENTS?
ADVANCE TAX RELIEF LLC www.advancetaxrelief.com BBB A+ RATED CALL (713)300-3965
Years to file:  determine which years you are required to file (stay tuned, it may be less than you think)
Back records:  gather the documents needed to file an accurate return (hint:  the IRS can help you here)
Special filing procedures:  follow any special filing procedures to file an accurate return with the IRS and your State Department of Revenue (if applicable) (careful:  you may have to use special filing procedures)
Limit the damages:  seek to lower penalties and get into a collection alternative if you owe can cannot pay (help with penalties are found here and collection alternative here) The first step:  Contacting the IRS
You’re committed to getting back on track with all your tax filings.  Your scary first step is contacting the IRS to see what the IRS is doing on your account.  Have they begun a delinquent return investigation?  Who is your case assigned to (a Service Center who will send notices or a local Revenue Officer who will visit you and ask why you have not filed)?   Has the IRS already filed a return for you (called a substitute for return or “SFR”).
These questions will need answers.   By the way, when you are in contact with the IRS, order your Wage and Income Transcripts for the years you must file.  The IRS will send your W-2s and 1099s under your SSN for each year (remember to order your spouse’s too if you are filing married filing jointly).
If the IRS has already assessed tax (i.e. filed an SFR or if you had a balance due), ask for more time to file the returns.   The IRS will usually grant you a “stay” up to 21 days to file the returns.
Next: Determine how many years you must file
The most common mistake made by people who have not filed in a very long time is to file too far back.  How many years back are you required to be filed to be good standing?
The answer lies in a little-known IRS rule.
IRS Policy Statement 5-133, Delinquent Returns – Enforcement of Filing Requirements, provides a general rule that taxpayers must file six years of back tax returns to be in good standing with the IRS. The policy also states that IRS management would have to approve any deviation from that rule.
Sometimes, IRS managers will require tax returns from even further back than six years, depending on:
The degree of flagrancy A history of noncompliance The impact on future voluntary compliance The existence of income from illegal sources Whether there is minimal or no tax due IRS costs to secure the return, versus anticipated tax revenue When you contact the IRS, you can ask them how many returns must be filed – if they say more than 6 years, ask them why and remind them of Policy Statement 5-133.
Back to enforcement, the IRS is most likely to divert from the Policy Statement if the IRS has assigned a local Revenue Officer to enforce the filing of the back returns, there is a large potential liability (i.e. asset sales, income without withholding, no estimated tax payments), or if there is a business involved.
Next: File accurate returns to the right place at the IRS
One important note:  the IRS does not pay old refunds.  You can recoup refunds only for returns filed within three years of the due date of the return. Refunds for prior years are lost and can’t offset any balances due.
It’s essential to prepare an accurate return that matches IRS records. With back tax returns, you should trace your income history.   Without this match, the IRS can question the accuracy of your client’s return.   Also, if you made estimated tax payments that can be credited to any balances owed, get your account transcripts to verify the amounts your client paid.
You also must file the return with the proper IRS unit.  Returns without prior enforcement go to the regular filing location.   Returns that have SFR activity must be filed with the IRS SFR Unit who will put the return through special processing before accepting.  Sending to the wrong unit can delay processing for several months.
Last Step:  Address penalties and any balances owed
There can be substantial penalties on balance-due returns:
Failure to file penalty (5 percent per month, max of 25 percent). Failure to pay penalty (0.5 percent per month, max of 25 percent); combined with failure to file penalty, together they can reach a maximum of 47.5 percent.
Fraudulent failure to file penalties triple the normal failure to file penalty – increasing the maximum penalty from 25 percent to 75 percent.
You should request penalty abatement if you qualify.  With most late filed tax returns, you can request that the IRS not assert applicable failure to file or pay penalties on balance-due returns. There are two reasons primarily used for non-assertion or abatement:  first-time abatement for the first year if you have a clean compliance history in the prior three years or reasonable cause arguments for late filing and payment.
Remember, if you cannot pay, there are several types of agreements, depending on your circumstances.   If you don’t address the outstanding amounts owed and establish some type of payment plan or collection alternative with the IRS, a second wave of IRS enforcement will follow:  the IRS attempting to collect on the debt owed.
GET TAX RELIEF HELP TODAY
If you think that you may need help filing your 2018/2019 tax return or past due tax returns, you may want to partner with a reputable tax relief company who can help you get the max refund and reduce your chances for an IRS AUDIT.
Advance Tax Relief is headquartered in Houston, TX with a branch office in Los Angeles, CA. We help many individuals just like you solve a wide variety of IRS and State tax issues, including penalty waivers, wage garnishments, bank levy, tax audit representation, back tax return preparation, small business form 941 tax issues, the IRS Fresh Start Initiative, Offer In Compromise and much more. Our Top Tax Attorneys, Accountants and Tax Experts are standing by ready to help you resolve or settle your IRS back tax problems.
Advance Tax Relief is rated one of the best tax relief companies nationwide.
#TaxDebtHelp #FilingBackTaxesHelp #TaxReliefHouston #BackTaxRelief #TaxAttorneysNearMe #IRSLawyer #TaxReliefFirms #OfferInCompromise #TaxResolution #LocalTaxAttorney #HelpFilingBackTaxes #TaxDebtSettlement #TaxReliefAttorneys #IRSHelp #TaxRELIEF #TaxAttorneys #AuditHelp #BackTaxes
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