wanyu/IteraTeR_v2 huggingface dataset:
Original:  A review of hyperscanning research shows that neural synchrony approaches have explored coordination through a diverse range of paradigms, including joint attention, movements, ideas, and tasks , and these findings show synchronization across a variety of brain areas associated with sharing actions and mentalizing, namely  inferior and temporal parietal areas, and alpha band frequencies in particular.
Revised:  A review of hyperscanning research shows that neural synchrony approaches have explored coordination through a diverse range of paradigms, including joint attention, movements, ideas, and tasks , and these findings show synchronization across a variety of brain areas associated with sharing actions and mentalizing, namely the inferior and temporal parietal areas, and alpha band frequencies in particular.
Edit intent: fluency
Original:  Research shows that even simple social interactions, like attention convergence, induces synchrony.
Revised:  Research shows that even simple social interactions, like attention convergence, can induce synchrony.
Edit intent: clarity
Original:  Early studies showed that dyads of guitarists generate greater low frequency band neural synchrony when playing together than when playing solo , and even people who perform distinct roles in an intricate musical piece showed synchrony between brains during periods of coordination.
Revised:  Early studies showed that dyads of guitarists generate greater low frequency band neural synchrony when playing together than when playing solo . Also, people who performed distinct roles in an intricate musical piece showed synchrony between brains during periods of coordination.
Edit intent: coherence
Original:  These findings implicate neural synchrony as a reliable correlate of social interaction , even when that interaction calls for coordination of various forms and complexities.
Revised:  These findings implicate neural synchrony as a reliable correlate of social coordination , even when that interaction calls for coordination of various forms and complexities.
Edit intent: clarity
Original:  These findings implicate neural synchrony as a reliable correlate of social interaction , even when that interaction calls for coordination of various forms and complexities.
Revised:  These findings implicate neural synchrony as a reliable correlate of social interaction , even when interactions call for coordination of various forms and complexities.
Edit intent: clarity
Original:  Cooperation As measured through tasks that involve interactive decision-making and games, results from the field suggest a close association between neural synchrony and cooperative tasks .
Revised:  Cooperation As measured through tasks that involve interactive decision-making and games, results from the field suggest a close association between neural synchrony and cooperation .
Edit intent: clarity
Original:  For example, one study that employed a computer video game found higher levels of neural synchrony - and better performance - across subjects when they played on the same team, but this effect disappeared when people played against each other or by themselves.
Revised:  For example, one study that employed a computer video game found high levels of neural synchrony - and better performance - across subjects when they played on the same team, but this effect disappeared when people played against each other or by themselves.
Edit intent: fluency
Original:  Critically, the idea that neural synchrony is robust during cooperative games , that more interactive and demanding  tasks recruit greater neural synchrony, and that better cooperation often links to performance measures is corroborated throughout the neural synchrony literature.
Revised:  Critically, the idea that neural synchrony is robust during cooperation , that more interactive and demanding tasks recruit greater neural synchrony, and that better cooperation often links to performance measures is corroborated throughout the neural synchrony literature.
Edit intent: clarity
Original:  Critically, the idea that neural synchrony is robust during cooperative games , that more interactive and demanding  tasks recruit greater neural synchrony, and that better cooperation often links to performance measures is corroborated throughout the neural synchrony literature.
Revised:  Critically, the idea that neural synchrony is robust during cooperative games , that more interactive and demanding cooperative tasks recruit greater neural synchrony, and that better cooperation often links to performance measures is corroborated throughout the neural synchrony literature.
Edit intent: clarity
Original:  However, creative experimental designs, access to certain populations, and advances in analysis methods  like IS-RSA  have offered some recent insight into how individual-level differences affect neural synchrony.
Revised:  However, creative experimental designs, access to certain populations, and advances in analysis methods , like IS-RSA have offered some recent insight into how individual-level differences affect neural synchrony.
Edit intent: fluency
Original:  However, creative experimental designs, access to certain populations, and advances in analysis methods  like IS-RSA  have offered some recent insight into how individual-level differences affect neural synchrony.
Revised:  However, creative experimental designs, access to certain populations, and advances in analysis methods like IS-RSA , have offered some recent insight into how individual-level differences affect neural synchrony.
Edit intent: fluency
Original:  For instance, when  presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic elements of their narrative recall.
Revised:  presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic elements of their narrative recall.
Edit intent: coherence
Original:  For instance, when  presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic elements of their narrative recall.
Revised:  For instance, when When presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic elements of their narrative recall.
Edit intent: fluency
Original:  For instance, when  presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic elements of their narrative recall.
Revised:  For instance, when presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic similarities of their narrative recall.
Edit intent: clarity
Original:  Clinically driven discrepancies in neural synchrony have also been shown to scale along with symptom severity.
Revised:  Clinically driven discrepancies in neural synchrony have also been shown to increase along with symptom severity.
Edit intent: clarity
Original:  Hypothesizing that similarity in neural responses indicates social closeness, the researchers then used the strength of neural synchrony measures across participants to reliably predict real-world social network proximity and friendship.
Revised:  Hypothesizing that similarity in neural responses tracks with social closeness, the researchers then used the strength of neural synchrony measures across participants to reliably predict real-world social network proximity and friendship.
Edit intent: clarity
Original:  Hypothesizing that similarity in neural responses indicates social closeness, the researchers then used the strength of neural synchrony measures across participants to reliably predict real-world social network proximity and friendship.
Revised:  Hypothesizing that similarity in neural responses indicates social closeness, the researchers used the strength of neural synchrony measures across participants to reliably predict real-world social network proximity and friendship.
Edit intent: coherence
Original: The idea that individual-level differences affects neural synchrony extends to clinical areas as well.
Revised: The idea that individual-level differences affect neural synchrony extends to clinical areas as well.
Edit intent: fluency
Original:  As a result, conceptualizations of neural synchrony have been expanded to incorporate a wider range of ideas, though it is often viewed as the a neural correlate for two or more people's shared experiences.
Revised:  As a result, conceptualizations of neural synchrony have been expanded to incorporate a wider range of ideas, though it is often viewed as a neural correlate for two or more people's shared experiences.
Edit intent: fluency
Original: As a progressively paradigmatic method in social and affective neuroscience, neural synchrony undergirds the field's search for the brain basis of social interaction.
Revised: As a progressively paradigmatic approach in social and affective neuroscience, neural synchrony undergirds the field's search for the brain basis of social interaction.
Edit intent: clarity
Original: Despite the growth of social cognition and cognitive neuroscience prior to the early 2000s, research into the brain neglected interpersonal processes, focusing mostly on the neural mechanisms of individuals' brains and behaviors.
Revised: Despite the growth of social cognition and cognitive neuroscience prior to the early 2000s, research into the brain neglected interpersonal processes, focusing mostly on the neural mechanisms of individuals' behaviors.
Edit intent: clarity
Original:  Considering that researchers clearly recognized how interpersonal interaction was fundamental to human cognition, the paucity of social and multi-brain neuroscience research represented a tension in the field , wherein any account of the brain that did not incorporate social neural activity was incomplete .
Revised:  Considering that researchers clearly recognized how interpersonal interaction was fundamental to human cognition, the paucity of social and multi-brain neuroscience research represented a tension in the field .
Edit intent: clarity
Original:  The ability to record time-locked activity from multiple brains makes hyperscanning conducive to exploring the variability in activity across brains.
Revised:  The ability to record time-locked activity from multiple brains makes hyperscanning conducive to exploring the variation in activity across brains.
Edit intent: fluency
Original:  In these cases, researchers should employ stimuli that are strong enough to evoke  synchrony, yet modest enough to maintain sufficient neural variability that researchers can later relate to the variability in behavioral measures.
Revised:  In these cases, researchers should employ stimuli that are strong enough to evoke neural synchrony, yet modest enough to maintain sufficient neural variability that researchers can later relate to the variability in behavioral measures.
Edit intent: fluency
Original:  Furthermore, by nature of how it is measured - through computing the variance between multiple brains' responses to a task over time - neural synchrony is particularly amenable to extended social stimuli.
Revised:  Furthermore, by nature of how it is measured - through computing the variance in multiple brains' responses to a task over time - neural synchrony is particularly amenable to extended social stimuli.
Edit intent: fluency
Original:  Ecological designs are notably difficult in most neuroimaging studies, yet they are especially important for capturing the social underpinnings of neural synchrony , and they also play to the strengths and affordances of neural synchrony approaches.
Revised:  Ecological designs are notably difficult in most neuroimaging studies, yet they are especially important for capturing social processes , and they also play to the strengths and affordances of neural synchrony approaches.
Edit intent: clarity
Original:  This connection between neural synchrony and similarity in comprehension reliably occurs across other types of narratives, including listening to stories and free viewing of visual content, and  persists throughout different stages of the narrative, such as consuming the story, recalling the story, and listening to another person recall the story.
Revised:  This connection between neural synchrony and similarity in comprehension reliably occurs across other types of narratives, including listening to stories and free viewing of visual content, and it persists throughout different stages of the narrative, such as consuming the story, recalling the story, and listening to another person recall the story.
Edit intent: fluency
Original:  Together, these findings highlight neural synchrony as a reliable neural mechanism for  people's convergence of hierarchical narrative processing, suggesting that synchrony plays a critical role in how, if, and why we see meaning in the world similarly.
Revised:  Together, these findings highlight neural synchrony as a reliable neural mechanism for the convergence of people's convergence of hierarchical narrative processing, suggesting that synchrony plays a critical role in how, if, and why we see meaning in the world similarly.
Edit intent: fluency
Original:  Together, these findings highlight neural synchrony as a reliable neural mechanism for  people's convergence of hierarchical narrative processing, suggesting that synchrony plays a critical role in how, if, and why we see meaning in the world similarly.
Revised:  Together, these findings highlight neural synchrony as a reliable neural mechanism for people's hierarchical narrative processing, suggesting that synchrony plays a critical role in how, if, and why we see meaning in the world similarly.
Edit intent: clarity
Original:  Critically, the idea that neural synchrony is robust during cooperation, that more interactive and demanding cooperative tasks recruit greater neural synchrony, and that better cooperation often links to performance measures is corroborated throughout the neural synchrony literature.
Revised:  Critically, the idea that neural synchrony is robust during cooperation, that more interactive and demanding cooperative tasks recruit greater neural synchrony, and that better cooperation often links to better performance is corroborated throughout the neural synchrony literature.
Edit intent: clarity
Original:  When presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic similarities of their narrative recall.
Revised:  Using an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic similarities of their narrative recall.
Edit intent: clarity
Original:  When presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia show stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic similarities of their narrative recall.
Revised:  When presented with an ambiguous social narrative, Finn et al. report that individuals with high-trait paranoia showed stronger neural synchrony with each other in socially-motivated cortical regions than they did with low-trait paranoia subjects - a finding that also scales when examining the semantic and syntactic similarities of their narrative recall.
Edit intent: fluency
Original:  Some research indicates that people who manage autism spectrum disorder exhibit distinct and diminished patterns of neural synchrony with other people compared to people without autism spectrum disorder.
Revised:  Some research indicates that people who manage autism spectrum disorder exhibit distinct and diminished patterns of neural synchrony compared to people without autism spectrum disorder.
Edit intent: clarity
Original:  Given that it relies on advanced neuroimaging techniques , neural synchrony also has its roots in cognitive neuroscience.
Revised:  Given that it relies on measuring brain activity , neural synchrony also has its roots in cognitive neuroscience.
Edit intent: clarity
Original: Friedrich Maximilian Welz ( * November 2 , 1903 in Salzburg;
Revised: Friedrich Maximilian Welz ( born 2 , 1903 in Salzburg;
Edit intent: clarity
Original:  † February 5 , 1980 ibid. ) was an Austrian art dealer and Nazi party member investigated for art looting.
Revised:  died 5 , 1980 ibid. ) was an Austrian art dealer and Nazi party member investigated for art looting.
Edit intent: fluency
Original:  Salzburg 2006 Links%DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Galerie Welz Salzburger Landessammlungen: Provenienzforschung und Restitution – Friedrich Welz und sein Pla
Revised:  Salzburg Links%DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Galerie Welz Salzburger Landessammlungen: Provenienzforschung und Restitution – Friedrich Welz und sein Pla
Edit intent: coherence
Original:  Salzburg 2006 Links%DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Galerie Welz Salzburger Landessammlungen: Provenienzforschung und Restitution – Friedrich Welz und sein Pla
Revised:  Salzburg 2006 %DIFDELCMD < %DIFDELCMD < %DIFDELCMD < %%% Galerie Welz Salzburger Landessammlungen: Provenienzforschung und Restitution – Friedrich Welz und sein Pla
Edit intent: fluency
Original: FilmYearDirectorLead1Immanuel (film)2013Lal JoseMammooty, Fahad Fasil 2Last Supper2014Vinil VasuUnni Mukundan, Pearley Maani 3Achaa Din2015MarthandanMammooty , 4Puzhu2021Ratheena RasheedMammootty, Parvathi ,
Revised: FilmYearDirectorLead1Immanuel (film)2013Lal JoseMammooty, Fahad Fasil 2Last Supper2014Vinil VasuUnni Mukundan, Pearle Maaney 3Acha Dhin2015MarthandanMammooty , 4Puzhu2021Ratheena RasheedMammootty, Parvathi ,
Edit intent: fluency
Original:  URL Early life and family Hailing from Alleppey, Geroge was born to M.O Devasia, who was one of the leading makeup artists of Malayalam Cinema.
Revised:  Early life and family Hailing from Alleppey, Geroge was born to M.O Devasia, who was one of the leading makeup artists of Malayalam Cinema.
Edit intent: fluency
Original:  URL Career George began his career as an assistant makeup artist to his father M.O Devasia through the 1991 film Neelagiri which was directed by I V Sasi.
Revised:  Career George began his career as an assistant makeup artist to his father M.O Devasia through the 1991 film Neelagiri which was directed by I V Sasi.
Edit intent: coherence
Original:  George collaborated with Mammooty in more than 25 major films and later went on to become Mammootty's personal makeup URL He is debut as an independent makeup artist happened through the movie Kauravar which was directed by URL In 2013, George entered into film production by producing the movie Immanuel which was directed by Lal Jose and had Mammootty and Fahad Fasil on the lead.
Revised:  George collaborated with Mammooty in more than 25 major films and later went on to become Mammootty's personal makeup man. He is debut as an independent makeup artist happened through the movie Kauravar which was directed by URL In 2013, George entered into film production by producing the movie Immanuel which was directed by Lal Jose and had Mammootty and Fahad Fasil on the lead.
Edit intent: clarity
Original:  He is the president of MCC Chamber of Commerce and Industry and Fragrances and Flavors Association of India (FAFAI), a national and non-govt organization established in 1949.
Revised:  He is the president of MCC Chamber of Commerce and Industry and Fragrances and Flavours Association of India (FAFAI), a national and non-govt organization established in 1949.
Edit intent: fluency
Original:  He is the president of MCC Chamber of Commerce and Industry and Fragrances and Flavours Association of India (FAFAI), a national and non-govt organization established in 1949.
Revised:  He is the president of MCC Chamber of Commerce and Industry and Fragrances and Flavours Association of India (FAFAI), a national organization established in 1949.
Edit intent: clarity
Original:   In 2015 the Ministry of MSME had nominated him to The National Board for Micro, Small & Medium Enterprises (NBMSME) which is headed by Union MSME Minister Kalraj Mishra and consists of 47 members including Union Ministers of State for MSME Giriraj Singh and Haribhai Prathibhai Chaudhary, Jharkhand CM Raghubar Das, and the chairmen of Nabard, SIDBI, and Indian Banks' Association.
Revised:  Career In 2015 the Ministry of MSME had nominated him to The National Board for Micro, Small & Medium Enterprises (NBMSME) which is headed by Union MSME Minister Kalraj Mishra and consists of 47 members including Union Ministers of State for MSME Giriraj Singh and Haribhai Prathibhai Chaudhary, Jharkhand CM Raghubar Das, and the chairmen of Nabard, SIDBI, and Indian Banks' Association.
Edit intent: fluency
Original:   In 2015 the Ministry of MSME had nominated him to The National Board for Micro, Small & Medium Enterprises (NBMSME) which is headed by Union MSME Minister Kalraj Mishra and consists of 47 members including Union Ministers of State for MSME Giriraj Singh and Haribhai Prathibhai Chaudhary, Jharkhand CM Raghubar Das, and the chairmen of Nabard, SIDBI, and Indian Banks' Association.
Revised:  In 2015 the Ministry of MSME had nominated him to The National Board for Micro, Small & Medium Enterprises (NBMSME) which is headed by Union MSME Minister Kalraj Mishra and consists of 47 members including Union Ministers of State for MSME Giriraj Singh and Haribhai Prathibhai Chaudhary, Jharkhand CM Raghubar Das, and the Chairmen of Nabard, SIDBI, and Indian Banks' Association.
Edit intent: fluency
Original:  Rishabh was appointed as President of the 36th Managing Committee of FAFAI for a term of 3 years in its 70th annual general meeting.
Revised:  Rishabh has been appointed President of the 36th Managing Committee of FAFAI for a term of 3 years in its 70th annual general meeting.
Edit intent: fluency
Original:  Rishabh was appointed as President of the 36th Managing Committee of FAFAI for a term of 3 years in its 70th annual general meeting.
Revised:  Rishabh was appointed as President of the 36th Managing Committee of FAFAI for a 3 years in its 70th annual general meeting.
Edit intent: clarity
Original:  Rishabh was appointed as President of the 36th Managing Committee of FAFAI for a term of 3 years in its 70th annual general meeting.
Revised:  Rishabh was appointed as President of the 36th Managing Committee of FAFAI for a term of 3 year term in its 70th annual general meeting.
Edit intent: fluency