wanyu/IteraTeR_full_sent huggingface dataset:
Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau Program development for the TAMAR Project began in October 1998 by the Sidran Institute of Towson, Maryland as one of nine sites funded through the first phase of the SAMHSA Women, Co-Occurring Disorders and Violence Study from 1998–2000. This pilot project was designed for "incarcerated women who have histories of abuse trauma." In July 2000, the program expanded to serve eight counties. The Maryland Department of Health and Mental Hygiene Administration continued to fund the project in 2001 after the SAMHSA pilot grant was no longer available. TAMAR was first adapted and implemented for men on July 1, 2001. In fiscal year 2002, the program served over 700 individuals. By September 2004, it was still implemented only in those eight counties and was serving approximately 350 individuals per year. However, since then it has been implemented throughout the state of Maryland, at Fulton State Hospital of Missouri, the Correctional Center of Northwest Ohio, and the Jail Diversion and Trauma Recovery–Priority to Veterans Program in Rhode Island.Cf. 
Edit intent: meaning-changed
Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau The TAMAR Education Project is intended to provide clients with insight on trauma, its developmental effects on symptoms and current functioning, symptom appraisal and management, the impact of early chaotic relationships on healthcare needs, the development of coping skills, preventive education concerning pregnancy and sexually transmitted diseases, sexuality, and help in dealing with role loss and parenting issues. While this is an intervention in itself, it can also serve as preparation for more in-depth treatment. Participants are encouraged to share their stories with one another as well as engaging in expressive activities such as art therapy and journal writing. 
Edit intent: meaning-changed
Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau The TAMAR Project requires collaboration, with education for not only the target population, but also trauma training for jail guards and probation officers. Training for correctional staff includes understanding trauma, vicarious traumatization, avoiding burnout, the prevalence of abuse among offenders, mental health issues, substance abuse issues, psychological crisis management. This training is also reciprocated, with correctional officers training involved social service agencies in the "language of corrections." 
Edit intent: meaning-changed
Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau The program includes a psycho-educational/psycho-therapeutic process where women identify "their strengths and capabilities as mothers, allowing them to raise healthier, more resilient children, and to reintegrate their lives". Funding for TAMAR's children came from SAMHSA's Build Mentally Healthy Communities Grant, the HUD's Shelter Plus Care Grant, the Open Society Institute, the Abell Foundation, and DOJ Residential Substance Abuse Treatment funds. 
Edit intent: meaning-changed
Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau Military TAMAR has been adapted for men in the military. This program consists of 11 sessions on the following topics: What is Trauma PTSD and TBI What is Battlemind Adjusting to Cultural Change Risky Behavior Trauma and Addiction Containment Containment (continued) Tolerating Stress Self Soothing Wrap Up and Graduation 
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Original: REDIRECT Psychological trau              
Revised: REDIRECT Psychological trau Funding The majority of funding for TAMAR implementations has come from federal sources, including a Byrne Memorial Grant, a HUD Shelter Plus Care grant, PATH funds, a TAMAR Project grant, and money for participating in the SAMHSA (CSAT and CMHS) Jail Diversion Knowledge Development and Application Initiative. Additional funding has been provided by local sources including local governments, detention centers, and local social service agencies.
Edit intent: meaning-changed
Original:  Josip Smodlaka noted that during his visit in the early 1900s the residents of Palata still knew to speak in Croatian language about basic terms like home and field works, but if the conversation touched more complex concepts they had to use the Italianlanguage .
Revised:  Josip Smodlaka noted that during his visit in the early 1900s the residents of Palata still knew to speak in Croatian about basic terms like home and field works, but if the conversation touched more complex concepts they had to use the Italianlanguage .
Edit intent: fluency
Original:  Josip Smodlaka noted that during his visit in the early 1900s the residents of Palata still knew to speak in Croatian language about basic terms like home and field works, but if the conversation touched more complex concepts they had to use the Italianlanguage .
Revised:  Josip Smodlaka noted that during his visit in the early 1900s the residents of Palata still knew to speak in Croatian language about basic terms like home and field works, but if the conversation touched more complex concepts they had to use Italian .
Edit intent: clarity
Original:  He may be the second generation of Muslim intellectuals  pioneer in the field of religion and state in Iran who talked and sometimes have a theory . Juridical Comments He officially claimed the clergy sought to gain state power.
Revised:  He may be the second generation of Muslim intellectuals to pioneer in the field of religion and state in Iran who talked and sometimes have a theory . Juridical Comments He officially claimed the clergy sought to gain state power.
Edit intent: fluency
Original:  He may be the second generation of Muslim intellectuals  pioneer in the field of religion and state in Iran who talked and sometimes have a theory . Juridical Comments He officially claimed the clergy sought to gain state power.
Revised:  He may be the second generation of Muslim intellectuals pioneer in the field of religion and state in Iran who talked and sometimes have a theory . Juridical comments He officially claimed the clergy sought to gain state power.
Edit intent: fluency
Original:  Generally, the new construction must be inspected during construction and after completion to ensure compliance with national, regional, and local building codes. Planning is also dependent on the site's zone – for example, one cannot obtain permission to build a nightclub in an area where it is inappropriate such as a high-density suburb.
Revised:  House building permits, for example, are subject to Building codes. There is also a "plan check" (PLCK) to check compliance with plans for the area, if any. For example, one cannot obtain permission to build a nightclub in an area where it is inappropriate such as a high-density suburb.
Edit intent: coherence
Original:  Early life Evans was born  in Troy, New York to Roy Evans and Flora Mae Lee. As a child, he suffered beatings at the hands of both parents, and claimed that he was raped by his father when he was eight.
Revised:  Early life Evans was born in Troy, New York to Roy Evans and Flora Mae Evans (née Lee). Because of their parents' erratic behavior and frequent beatings, Evans and his sister Robbie grew up in an unstable home, where they often had to watch their mentally ill mother attempt to commit suicide. Evans himself would later claim that he was raped by his father when he was eight.
Edit intent: meaning-changed
Original:  Flora Mae Evans was a mentally ill woman who attempted suicide on numerous occasions, once misfiring a weapon and accidentally shooting her husband in the shoulder. His parents divorced in 1968, and his mother remarried and divorced four times before coming out as a lesbian when Gary was URL 1990s In October 1991, Evans spent two weeks on the roof of a building in Little Falls,New York casing a coin and jewelry shop on the first floor which was owned by Gregory Jouben, 36. On October 17, 1991, Evans walked into Jouben's shop, asked himto price a piece of merchandise, and then shot him to death.
Revised:  1990s In October 1991, Evans spent two weeks on the roof of a building in Little Falls,New York casing a coin and jewelry shop on the first floor which was owned by Gregory Jouben, 36. On October 17, 1991, Evans walked into Jouben's shop, asked himto price a piece of merchandise, and then shot him to death.
Edit intent: clarity
Original:  The small community in sparsely populated Herkimer County was outraged by one of the few murders of the year in the area  .
Revised:  The small community in sparsely populated Herkimer County was outraged by one of the few murders of the year in the area On December 29th, fearing that Cuomo, who had began to experience depressive episodes, might snitch on him, Evans shot and killed him. In early 1990, he moved back to Florida, where he remained for several weeks before moving on to California, where he came across a female acquaintance he had known for 15 years. Not long after, Evans was arrested for threatening the woman and her husband after the former refused to have sex with him. Since he faced the possibility of criminal liability, Evans accepted the proposal of leaving the state in exchange for no charges being pressed against him, after which he returned to New York .
Edit intent: meaning-changed
Original:  In 1993, Evans stole over 800 antiques from a group shop in Quechee, Vermont.
Revised:  On October 17, 1991, Evans killed 36-year-old secondhand shop owner Gregory Jouben, before robbing several items and selling them for $60,000 in total. He then decided to get rid of the murder weapon, which he buried at the Albany Rural Cemetery in Menands. While there, he also dismantled a 500 kg marble tombstone, which he also successfully sold. After the murder of Jouben, Evans decided to quit his criminal career and get a job. Over the next several years, he worked as a day laborer, only occasionally committing petty thefts. In January 1994, he was arrested for looting and vandalism for stealing and selling the marble tombstone, for which he was ordered to serve a month at the Albany County Jail. After his release, he moved to Vermont, where he lived a survivalist lifestyle in a tent. In early 1993, he stole cuff links worth $1,500 from a group shop in Quechee, Vermont.
Edit intent: meaning-changed
Original:  In 1993, Evans stole over 800 antiques from a group shop in Quechee, Vermont. Evans used an engine crane to steal a thousand-pound bench out of an Albany cemetery, but he was arrested when his fence became nervous and turned him in . In early 1994, Evans agreed to assist the authorities by obtaining information on Jeffrey Williams, who was implicated in the high-profile murder of Karolyn Lonczak.
Revised:  In 1993, Evans stole over 800 antiques from a group shop in Quechee, and later broke into the Norman Williams Library in Woodstock, Vermont and stole a valuable book titled The Birds of America. Over the next few months, he attempted to find a buyer, but with the help of informants, police tracked him down in June 1994 and arrested him. Evans was threatened with life imprisonment, but since he revealed where he had kept the book and returned it intact, he was given only 24 months, which he served at an undisclosed prison in Vermont. He was paroled on June 6, 1996, and returned to New York, where he renewed his partnership with Tim Rysedorph. The criminals then rented a storage room in Colonie, where they would keep their tools and stolen goods. However, knowing that Rysedorph had been an accomplice in Falco's killing way back in 1985, Evans became paranoid that his friend would tell on him, and so, on October 3, 1997, he shot and killed Rysedorph. In order to get rid of the corpse, he dismembered it and buried the remains in a wooded area, additionally disposing of the murder weapon. Shortly afterwards, he fled New York, again violating his parole, for which he was listed as a wanted fugitive. Arrest and confessions On May 27, 1998, Evans agreed to assist the authorities by obtaining information on Jeffrey Williams, who was implicated in the high-profile murder of Karolyn Lonczak.
Edit intent: meaning-changed
Original:  In early 1994, Evans agreed to assist the authorities by obtaining information on Jeffrey Williams, who was implicated in the high-profile murder of Karolyn Lonczak. When Williams was found guilty, Evans was released on February 12, 1994, with police still unaware that Evans himself had killed at least four people at that point. quoting and republishing: Final escape and death In 1998, Evans was rearrested.
Revised:  In early 1994, Evans Final escape and death In 1998, Evans was rearrested.
Edit intent: coherence
Original:  When Williams was found guilty, Evans was released on February 12, 1994, with police still unaware that Evans himself had killed at least four people at that point. quoting and republishing: Final escape and death In 1998, Evans was rearrested.
Revised:  When Williams was found guilty, Evans was released on February 12, 1994, with police still unaware that Evans himself had killed at least four people at that point. quoting and republishing: surrendered himself at the police station in St. Johnsbury, Vermont, confessing that he had committed several murders. At his subsequent interrogation, he claimed that he was prompted to do so out of feelings of guilt, as he had watched Rysedorph's 9-year-old son became aggressive and withdrawn since his father's disappearance. On June 24th, he described in detail each of the killings, and revealed the burial sites for both Falco and Rysedorph, whose bodies were later found at the indicated locations in July. Death On August 12, 1998, Evans was rearrested.
Edit intent: meaning-changed
Original:  When Williams was found guilty, Evans was released on February 12, 1994, with police still unaware that Evans himself had killed at least four people at that point. quoting and republishing: Final escape and death In 1998, Evans was rearrested. In custody, he confessed to five murders and then led police to the scattered bodies of his dismembered victims. His final escape was from a prison transport van on August 14. Manacled and chained, Evans used a key secreted up his nose , kicked out a window and then jumped from the prison van . Evans was later cornered by police and leaped to his death .
Revised:  When Williams was found guilty, Evans was released on February 12, 1994, with police still unaware that Evans himself had killed at least four people at that point. quoting and republishing: Final escape and death In 1998, Evans was arraigned at the Rensselaer County District Court and charged with three of the murders. He was then transferred to the Troy County Jail, where he was charged with parole violations before the local court. Two days later, while en route to Troy and passing through the Menands Bridge, Evans, despite being in manacles and chained, Evans used a key secreted up his nose , kicked out a window and then jumped from the prison van . Evans was later cornered by police and leaped to his death .
Edit intent: meaning-changed
Original:  Manacled and chained, Evans used a key secreted up his nose , kicked out a window and then jumped from the prison van . Evans was later cornered by police and leaped to his death .
Revised:  Manacled and chained, used a secret key hidden in his nose to free himself. He then broke the window of the transport van and jumped out. He was quickly cornered by police and leaped to his death .
Edit intent: clarity
Original:  Manacled and chained, Evans used a key secreted up his nose , kicked out a window and then jumped from the prison van . Evans was later cornered by police and leaped to his death .
Revised:  Manacled and chained, Evans used a key secreted up his nose , kicked out a window and then jumped from the prison van . Evans was later cornered by police , but managed to run to the fence and leaped into the Hudson River, hitting the shallows below which caused him fatal head injuries. Due to the circumstances, his death was ruled a suicide .
Edit intent: meaning-changed
Original:   Media Evans' life is dramatized in the season 1, episode 8 of I Killed My BFF titled "My Best Friend the Serial Killer"  .
Revised:  A number of acquiantances, including Evans' lawyer and investigator Jim Horton, who had known him since the 1970s when he investigated the robberies, later stated that Evans had planned to kill himself long before the incident, having sent them suicide notes in which he expressed remorse and his inability to deal with isolation. According to his close friends, despite his criminal activities, they considered Evans to have a complex worldview and philosophy, a vegetarian who never drank nor smoked. Some also said that in the last months of his life, Gary was paranoid of possibly getting the death penalty and was going to be executed via lethal injection, which contradicted his beliefs that one should never take drugs via injections. Media Evans' life is dramatized in the season 1, episode 8 of I Killed My BFF titled "My Best Friend the Serial Killer" .
Edit intent: coherence
Original:  It is predicted that  Russia's population will be an estimated 111 million in 2050, instead to 147 million in 2000 if current trends continue , according to the UN World Population Prospects report (2004 Revision, medium variant).
Revised:  It is predicted that should current trends continue, Russia's population will be an estimated 111 million in 2050, instead to 147 million in 2000 if current trends continue , according to the UN World Population Prospects report (2004 Revision, medium variant).
Edit intent: clarity
Original:  It is predicted that  Russia's population will be an estimated 111 million in 2050, instead to 147 million in 2000 if current trends continue , according to the UN World Population Prospects report (2004 Revision, medium variant).
Revised:  It is predicted that Russia's population will be an estimated 111 million in 2050, compared with 147 million in 2000 if current trends continue , according to the UN World Population Prospects report (2004 Revision, medium variant).
Edit intent: clarity
Original:  It is predicted that  Russia's population will be an estimated 111 million in 2050, instead to 147 million in 2000 if current trends continue , according to the UN World Population Prospects report (2004 Revision, medium variant).
Revised:  It is predicted that Russia's population will be an estimated 111 million in 2050, instead to 147 million in 2000 , according to the UN World Population Prospects report (2004 Revision, medium variant).
Edit intent: clarity
Original: History Declaration of Independence In November 1990 , Dzhokhar Dudayev was elected head of the Executive Committee of the unofficial opposition Chechen National Congress (NCChP),Чеченская Республика Ичкерия.
Revised: History Declaration of Independence In November 1990 Dzhokhar Dudayev was elected head of the Executive Committee of the unofficial opposition Chechen National Congress (NCChP),Чеченская Республика Ичкерия.
Edit intent: fluency
Original:  On June 8 , 1991, at the initiative of Dzhokhar Dudayev, a part of the delegates of the First Chechen National Congress gathered in Grozny, which proclaimed itself the All-National Congress of the Chechen People (OKChN).
Revised:  On 8 , 1991, at the initiative of Dzhokhar Dudayev, a part of the delegates of the First Chechen National Congress gathered in Grozny, which proclaimed itself the All-National Congress of the Chechen People (OKChN).
Edit intent: clarity
Original:  On June 8 , 1991, at the initiative of Dzhokhar Dudayev, a part of the delegates of the First Chechen National Congress gathered in Grozny, which proclaimed itself the All-National Congress of the Chechen People (OKChN).
Revised:  On June 8 June 1991, at the initiative of Dzhokhar Dudayev, a part of the delegates of the First Chechen National Congress gathered in Grozny, which proclaimed itself the All-National Congress of the Chechen People (OKChN).
Edit intent: meaning-changed
Original: Черкасов А. В., Орлов О. П. РОССИЯ-ЧЕЧНЯ: цепь ошибок и преступлений On January 14 , 1994, by Dudaev's decree, the Chechen Republic (Nokhchi-cho) was renamed the Chechen Republic of Ichkeria.
Revised: Черкасов А. В., Орлов О. П. РОССИЯ-ЧЕЧНЯ: цепь ошибок и преступлений On 14 , 1994, by Dudaev's decree, the Chechen Republic (Nokhchi-cho) was renamed the Chechen Republic of Ichkeria.
Edit intent: clarity
Original: Черкасов А. В., Орлов О. П. РОССИЯ-ЧЕЧНЯ: цепь ошибок и преступлений On January 14 , 1994, by Dudaev's decree, the Chechen Republic (Nokhchi-cho) was renamed the Chechen Republic of Ichkeria.
Revised: Черкасов А. В., Орлов О. П. РОССИЯ-ЧЕЧНЯ: цепь ошибок и преступлений On January 14 January 1994, by Dudaev's decree, the Chechen Republic (Nokhchi-cho) was renamed the Chechen Republic of Ichkeria.
Edit intent: meaning-changed
Original:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. 1 . Conversely, a theory proposed by Revonsuo 2 states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Revised:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. . Conversely, a theory proposed by Revonsuo 2 states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Edit intent: coherence
Original:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. 1 . Conversely, a theory proposed by Revonsuo 2 states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Revised:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. 1 Conversely, a theory proposed by Revonsuo 2 states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Edit intent: fluency
Original:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. 1 . Conversely, a theory proposed by Revonsuo 2 states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Revised:  After going through stages of REM-sleep, people with depression report feeling better, in a study done by Cartwright et al. 1 . Conversely, a theory proposed by Revonsuo states that when people experience negative emotions or negative events, when they sleep the REM-sleep replays such events, which is known as rehearsal.
Edit intent: clarity
Original:  People reported trouble falling asleep or sleeping consistently throughout the night when a stressful event was happening in their life, as observed by Åkerstedt 3 . REM-sleep aids people with negative emotion or high stress.
Revised:  People reported trouble falling asleep or sleeping consistently throughout the night when a stressful event was happening in their life, as observed by Åkerstedt . REM-sleep aids people with negative emotion or high stress.
Edit intent: clarity
Original:  The book, tentatively titled Blanket Toss Under Midnight Sun and slated for release in October 2019, will include a written component documenting the context of the photographs, the subjects and the photographers.
Revised:  The book, titled Blanket Toss Under Midnight Sun and slated for release in October 2019, will include a written component documenting the context of the photographs, the subjects and the photographers.
Edit intent: clarity