Datasets:

wrynx
/

probe-robustness-rotten_tomatoes

text string	label int64	row_id string	orig_split string	orig_idx int64	split string
the rock is destined to be the 21st century's new " conan " and that he's going to make a splash even greater than arnold schwarzenegger , jean-claud van damme or steven segal .	1	9413bd2888521267	train	0	train
the gorgeously elaborate continuation of " the lord of the rings " trilogy is so huge that a column of words cannot adequately describe co-writer/director peter jackson's expanded vision of j . r . r . tolkien's middle-earth .	1	737628d9e81273b1	train	1	train
effective but too-tepid biopic	1	8b1b6a4d953d412b	train	2	train
if you sometimes like to go to the movies to have fun , wasabi is a good place to start .	1	5ad4747c4eb8705a	train	3	train
emerges as something rare , an issue movie that's so honest and keenly observed that it doesn't feel like one .	1	b08bb39148209f5c	train	4	train
the film provides some great insight into the neurotic mindset of all comics -- even those who have reached the absolute top of the game .	1	b9ccc190ee6c7fa1	train	5	train
offers that rare combination of entertainment and education .	1	7f012bf17fb2295c	train	6	train
perhaps no picture ever made has more literally showed that the road to hell is paved with good intentions .	1	c3706657adedb976	train	7	train
steers turns in a snappy screenplay that curls at the edges ; it's so clever you want to hate it . but he somehow pulls it off .	1	eedf30cbe1c18f90	train	8	train
take care of my cat offers a refreshingly different slice of asian cinema .	1	e4581c2edac35a96	train	9	train
this is a film well worth seeing , talking and singing heads and all .	1	c2ccebb7be30075a	train	10	train
what really surprises about wisegirls is its low-key quality and genuine tenderness .	1	d45d5a438cf1ffde	train	11	train
( wendigo is ) why we go to the cinema : to be fed through the eye , the heart , the mind .	1	934d35704a188aab	train	12	train
one of the greatest family-oriented , fantasy-adventure movies ever .	1	61222a150e89510d	train	13	train
ultimately , it ponders the reasons we need stories so much .	1	5091a36e8203c9d4	train	14	train
an utterly compelling 'who wrote it' in which the reputation of the most famous author who ever lived comes into question .	1	61abaacc07bf7c1b	train	15	train
illuminating if overly talky documentary .	1	ccbc76305d047b4a	train	16	train
a masterpiece four years in the making .	1	91256627b1eb9fac	train	17	train
the movie's ripe , enrapturing beauty will tempt those willing to probe its inscrutable mysteries .	1	260ac2569255ad55	train	18	train
offers a breath of the fresh air of true sophistication .	1	24287eada001b63a	train	19	train
a thoughtful , provocative , insistently humanizing film .	1	1df703779f51c9cf	train	20	train
with a cast that includes some of the top actors working in independent film , lovely & amazing involves us because it is so incisive , so bleakly amusing about how we go about our lives .	1	84123a342486f4ef	train	21	train
a disturbing and frighteningly evocative assembly of imagery and hypnotic music composed by philip glass .	1	9aa2148d579c7035	train	22	train
not for everyone , but for those with whom it will connect , it's a nice departure from standard moviegoing fare .	1	d0f38db6a9637633	train	23	train
scores a few points for doing what it does with a dedicated and good-hearted professionalism .	1	9d65dc2538766b16	train	24	train
occasionally melodramatic , it's also extremely effective .	1	d6395071bd683879	train	25	train
spiderman rocks	1	1b07d789f0a0c005	train	26	train
an idealistic love story that brings out the latent 15-year-old romantic in everyone .	1	f5fbfdf42cb1f99f	train	27	train
at about 95 minutes , treasure planet maintains a brisk pace as it races through the familiar story . however , it lacks grandeur and that epic quality often associated with stevenson's tale as well as with earlier disney efforts .	1	e3081bb159ae1e47	train	28	train
it helps that lil bow wow . . . tones down his pint-sized gangsta act to play someone who resembles a real kid .	1	1791a3f2222f4aaa	train	29	train
guaranteed to move anyone who ever shook , rattled , or rolled .	1	6156a3f5d960cf85	train	30	train
a masterful film from a master filmmaker , unique in its deceptive grimness , compelling in its fatalist worldview .	1	33e3a7277ba6cb5a	train	31	train
light , cute and forgettable .	1	c1eedc44a39a7296	train	32	train
if there's a way to effectively teach kids about the dangers of drugs , i think it's in projects like the ( unfortunately r-rated ) paid .	1	4358f923af08507d	train	33	train
while it would be easy to give crush the new title of two weddings and a funeral , it's a far more thoughtful film than any slice of hugh grant whimsy .	1	c0f118893f2eddbc	train	34	train
though everything might be literate and smart , it never took off and always seemed static .	1	dd12a468ef97d2ef	train	35	train
cantet perfectly captures the hotel lobbies , two-lane highways , and roadside cafes that permeate vincent's days	1	9f99c2c46763e909	train	36	train
ms . fulford-wierzbicki is almost spooky in her sulky , calculating lolita turn .	1	7621384d19183e2d	train	37	train
though it is by no means his best work , laissez-passer is a distinguished and distinctive effort by a bona-fide master , a fascinating film replete with rewards to be had by all willing to make the effort to reap them .	1	b7f0a19d9c20d9ea	train	38	train
like most bond outings in recent years , some of the stunts are so outlandish that they border on being cartoonlike . a heavy reliance on cgi technology is beginning to creep into the series .	1	a750ee768777c1d9	train	39	train
newton draws our attention like a magnet , and acts circles around her better known co-star , mark wahlberg .	1	bf416e7ba2447d32	train	40	train
the story loses its bite in a last-minute happy ending that's even less plausible than the rest of the picture . much of the way , though , this is a refreshingly novel ride .	1	dcf83d347f91403a	train	41	train
fuller would surely have called this gutsy and at times exhilarating movie a great yarn .	1	6935c6d679f4e7f9	train	42	train
'compleja e intelectualmente retadora , el ladrón de orquídeas es uno de esos filmes que vale la pena ver precisamente por su originalidad . '	1	d979413ce3c07094	train	43	train
the film makes a strong case for the importance of the musicians in creating the motown sound .	1	64a6920ff5aba012	train	44	train
karmen moves like rhythm itself , her lips chanting to the beat , her long , braided hair doing little to wipe away the jeweled beads of sweat .	1	7f6aa8d9b1bc8b23	train	45	train
gosling provides an amazing performance that dwarfs everything else in the film .	1	d9159e45da5dcc92	train	46	train
a real movie , about real people , that gives us a rare glimpse into a culture most of us don't know .	1	56a1854479a77d43	train	47	train
tender yet lacerating and darkly funny fable .	1	f8489c60ce60a34d	train	48	train
may be spoofing an easy target -- those old '50's giant creature features -- but . . . it acknowledges and celebrates their cheesiness as the reason why people get a kick out of watching them today .	1	765b14707fa1f102	train	49	train
an engaging overview of johnson's eccentric career .	1	cd495fd08d3b3874	train	50	train
in its ragged , cheap and unassuming way , the movie works .	1	b8591ba0a9fa7b58	train	51	train
some actors have so much charisma that you'd be happy to listen to them reading the phone book . hugh grant and sandra bullock are two such likeable actors .	1	110521ac7bd99214	train	52	train
sandra nettelbeck beautifully orchestrates the transformation of the chilly , neurotic , and self-absorbed martha as her heart begins to open .	1	b2e179da9f1d50bc	train	53	train
behind the snow games and lovable siberian huskies ( plus one sheep dog ) , the picture hosts a parka-wrapped dose of heart .	1	6c966c1b83140828	train	54	train
everytime you think undercover brother has run out of steam , it finds a new way to surprise and amuse .	1	51a27b3519ba9614	train	55	train
manages to be original , even though it rips off many of its ideas .	1	b785e349a1346027	train	56	train
singer/composer bryan adams contributes a slew of songs a few potential hits , a few more simply intrusive to the story but the whole package certainly captures the intended , er , spirit of the piece .	1	9c1ba301e84bbf17	train	57	train
you'd think by now america would have had enough of plucky british eccentrics with hearts of gold . yet the act is still charming here .	1	ffbd2271a23a97ee	train	58	train
whether or not you're enlightened by any of derrida's lectures on " the other " and " the self , " derrida is an undeniably fascinating and playful fellow .	1	d1872e5b2fedeeec	train	59	train
a pleasant enough movie , held together by skilled ensemble actors .	1	85e7b65db6458f00	train	60	train
this is the best american movie about troubled teens since 1998's whatever .	1	90fc0ce75d1df9a5	train	61	train
disney has always been hit-or-miss when bringing beloved kids' books to the screen . . . tuck everlasting is a little of both .	1	478bf24094b6d533	train	62	train
just the labour involved in creating the layered richness of the imagery in this chiaroscuro of madness and light is astonishing .	1	5d70213cd95d981f	train	63	train
the animated subplot keenly depicts the inner struggles of our adolescent heroes - insecure , uncontrolled , and intense .	1	746727092ae98fba	train	64	train
the invincible werner herzog is alive and well and living in la	1	d223519905a45311	train	65	train
morton is a great actress portraying a complex character , but morvern callar grows less compelling the farther it meanders from its shocking start .	1	7dc517c1005ead8a	train	66	train
part of the charm of satin rouge is that it avoids the obvious with humour and lightness .	1	f31cfdf96601ebb0	train	67	train
son of the bride may be a good half-hour too long but comes replete with a flattering sense of mystery and quietness .	1	e4b2db2c16698efa	train	68	train
a simmering psychological drama in which the bursts of sudden violence are all the more startling for the slow buildup that has preceded them .	1	0a395964ae17db2c	train	69	train
a taut , intelligent psychological drama .	1	5d8abb16505d4358	train	70	train
a compelling coming-of-age drama about the arduous journey of a sensitive young girl through a series of foster homes and a fierce struggle to pull free from her dangerous and domineering mother's hold over her .	1	e99f4b4d62ec4568	train	71	train
a truly moving experience , and a perfect example of how art -- when done right -- can help heal , clarify , and comfort .	1	86356d0e82247e15	train	72	train
this delicately observed story , deeply felt and masterfully stylized , is a triumph for its maverick director .	1	6e014c129f44f7eb	train	73	train
at heart the movie is a deftly wrought suspense yarn whose richer shadings work as coloring rather than substance .	1	6dbc083c2ce6c6d2	train	74	train
the appearance of treebeard and gollum's expanded role will either have you loving what you're seeing , or rolling your eyes . i loved it ! gollum's 'performance' is incredible !	1	2fde9bea08ed5c08	train	75	train
a screenplay more ingeniously constructed than " memento "	1	732728e2f9c543a6	train	76	train
if this movie were a book , it would be a page-turner , you can't wait to see what happens next .	1	d798733037a73d3f	train	77	train
haneke challenges us to confront the reality of sexual aberration .	1	7b7b8589d506b114	train	78	train
absorbing and disturbing -- perhaps more disturbing than originally intended -- but a little clarity would have gone a long way .	1	90b026e52f921e73	train	79	train
it's the best film of the year so far , the benchmark against which all other best picture contenders should be measured .	1	10904eacd57a8a54	train	80	train
painful to watch , but viewers willing to take a chance will be rewarded with two of the year's most accomplished and riveting film performances .	1	bb6d40209853ab5b	train	81	train
this is a startling film that gives you a fascinating , albeit depressing view of iranian rural life close to the iraqi border .	1	862f2ac8d3601337	train	82	train
an imaginative comedy/thriller .	1	e5639c894916a1d3	train	83	train
a few artsy flourishes aside , narc is as gritty as a movie gets these days .	1	eb516790c677fe03	train	84	train
while the isle is both preposterous and thoroughly misogynistic , its vistas are incredibly beautiful to look at .	1	c63a630c70c09f9a	train	85	train
together , tok and o orchestrate a buoyant , darkly funny dance of death . in the process , they demonstrate that there's still a lot of life in hong kong cinema .	1	0d1771eadb37f18f	train	86	train
director kapur is a filmmaker with a real flair for epic landscapes and adventure , and this is a better film than his earlier english-language movie , the overpraised elizabeth .	1	414616e9180a6094	train	87	train
the movie is a blast of educational energy , as bouncy animation and catchy songs escort you through the entire 85 minutes .	1	065ea0df0e1d1479	train	88	train
a sports movie with action that's exciting on the field and a story you care about off it .	1	0e607a99cdb901d0	train	89	train
doug liman , the director of bourne , directs the traffic well , gets a nice wintry look from his locations , absorbs us with the movie's spycraft and uses damon's ability to be focused and sincere .	1	35a884840a8aad1d	train	90	train
the tenderness of the piece is still intact .	1	4ec021c490b359f9	train	91	train
katz uses archival footage , horrifying documents of lynchings , still photographs and charming old reel-to-reel recordings of meeropol entertaining his children to create his song history , but most powerful of all is the song itself	1	89c29876cc094cfe	train	92	train
like the film's almost anthropologically detailed realization of early-'80s suburbia , it's significant without being overstated .	1	7031128ef02af607	train	93	train
while mcfarlane's animation lifts the film firmly above the level of other coming-of-age films . . . it's also so jarring that it's hard to get back into the boys' story .	1	f513c6425be0b645	train	94	train
if nothing else , this movie introduces a promising , unusual kind of psychological horror .	1	94724ad346d44a79	train	95	train
in a normal screen process , these bromides would be barely enough to sustain an interstitial program on the discovery channel . but in imax 3-d , the clichés disappear into the vertiginous perspectives opened up by the photography .	1	351e489746f3267e	train	96	train
writer-director burger imaginatively fans the embers of a dormant national grief and curiosity that has calcified into chronic cynicism and fear .	1	9cf8699ef2d7544e	train	97	train
. . . a roller-coaster ride of a movie	1	d5742dad553cd9c6	train	98	train
i enjoyed time of favor while i was watching it , but i was surprised at how quickly it faded from my memory .	1	3b5ae59ace83d95f	train	99	train

End of preview. Expand in Data Studio

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Check out the documentation for more information.

rotten_tomatoes

Dataset repo: wrynx/probe-robustness-rotten_tomatoes

Auto-generated by prepare_datasets.py. Do not hand-edit -- regenerate by re-running the script (with --force) instead.

Stats

Total records: 10662
Records per split:
- test: 1066
- train: 8530
- valid: 1066
Number of classes: 2
Records per class:
- 0: 5331
- 1: 5331
Records per class per split:
- test:
  - 0: 533
  - 1: 533
- train:
  - 0: 4265
  - 1: 4265
- valid:
  - 0: 533
  - 1: 533

Original dataset README (from `cornell-movie-review-data/rotten_tomatoes`)

Reproduced here from the source dataset's own card (license, citation, task description, etc.) so that information isn't lost by re-hosting under this repo.

Dataset Card for "rotten_tomatoes"

Dataset Summary

Movie Review Dataset. This is a dataset of containing 5,331 positive and 5,331 negative processed sentences from Rotten Tomatoes movie reviews. This data was first used in Bo Pang and Lillian Lee, ``Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales.'', Proceedings of the ACL, 2005.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

default

Size of downloaded dataset files: 0.49 MB
Size of the generated dataset: 1.34 MB
Total amount of disk used: 1.84 MB

An example of 'validation' looks as follows.

{
    "label": 1,
    "text": "Sometimes the days and nights just drag on -- it 's the morning that make me feel alive . And I have one thing to thank for that : pancakes . "
}

Data Fields

The data fields are the same among all splits.

default

text: a string feature.
label: a classification label, with possible values including neg (0), pos (1).

Data Splits

Reads Rotten Tomatoes sentences and splits into 80% train, 10% validation, and 10% test, as is the practice set out in

Jinfeng Li, ``TEXTBUGGER: Generating Adversarial Text Against Real-world Applications.''

name	train	validation	test
default	8530	1066	1066

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

Citation Information

@InProceedings{Pang+Lee:05a,
  author =       {Bo Pang and Lillian Lee},
  title =        {Seeing stars: Exploiting class relationships for sentiment
                  categorization with respect to rating scales},
  booktitle =    {Proceedings of the ACL},
  year =         2005
}