168,076 research outputs found
[Letter from Mrs. J. M. Radford to T. N. Carswell - February 27, 1947]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford, Hotel Windsor, Abilene, Texas, dated February 27, 1947. Radford expresses her appreciation for his "thoughtfulness in times like these when all is in confusion, turmoil and strife" by sending flowers. [Flowers sent to remember a party given on February 25, 1933 to celebrate "50 years of building Abilene" honoring J. M. Radford.
[Letter from Mrs. J. M. Radford to T. N. Carswell - February 27, 1939]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford, dated February 27, 1939. Radford expresses her appreciation for flowers sent by Carswell. [Flowers sent to remember a party given on February 25, 1933 to celebrate "50 years of building Abilene" honoring J. M. Radford.
[Letter from Mrs. J. M. Radford to T. N. Carswell - February 28, 1938]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford, dated February 28, 1938. Radford expresses her appreciation for the red and white carnations sent by Carswell. [Flowers sent to remember a party given on February 25, 1933 to celebrate "50 years of building Abilene" honoring J. M. Radford.
[Letter from Mrs. J. M. Radford to T. N. Carswell - February 26, 1946]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford, Hotel Windsor, Abilene, Texas, dated February 26, 1946. Radford "marvels" at Carswell's memory in these busy times and expresses her appreciation for the carnations he sent. [Flowers sent to remember a party given on February 25, 1933 to celebrate "50 years of building Abilene" honoring J. M. Radford.
[Letter from Mrs. J. M. Radford to T. N. Carswell - December 13, 1942]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford, dated December 13, 1942. Radford expresses her pleasure for Carswell on his promotion, notes how much he does for others and states that the Radford family wishes for him "the best of everything in the years to come"
James C. Furman to Reverend C.J. Radford
No full textA two page letter from James C. Furman to Reverend C.J. Radford
Headlines of War data set
No full textThe Headlines of War dataset is an event detection and event linking (i.e. event coreference resolution) evaluation dataset. It includes three event classes: militarized interstate dispute incidents (MIDI), militarized interstate disputes (MID), and a negative class. The MIDI class is nested below the MID class: a MID comprises a collection of one or more MIDI events.
The first iteration of Headlines of War was presented at the AESPEN workshop during LREC 2020.
Please cite the following paper:
Radford, Benjamin J. (2020). "Seeing the Forest for the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes." In The Proceedings of the Workshop on Automated Extraction of Socio-Political Events from News (AESPEN) at LREC 2020
TaPvex: A Tagged and Phrased word2vec Model
No full text TaPvex: A Tagged and Phrased word2vec Model
Benjamin J. Radford
September 29, 2017
Summary
TaPvex is a trained word2vec model of part-of-speech-tagged and named-entity-tagged words and phrases. The model was trained on a large corpus of English language news text from the early 2010s. Words have been tagged using Stanford CoreNLP to include named entities (NER) and Penn Treebank parts-of-speech (POS). Tagged words have been concatenated into n-gram phrases.
The model contains 1.17 million unique words and phrases. Word vectors are of size 150.
Use
All three files (TaPvex, TaPvex.syn0.npy, TaPvex.syn1.npy) must be located in the same directory. The file can be opened with the gensim Python module using:
from gensim.models import Word2Vec
model = Word2Vec.load("/path/to/model/TaPvex")
Examples
Tokens are of the form:
[WORD]:[NER]:[POS]
Phrases are of the form:
[WORD]:[NER]:[POS]_[WORD]:[NER]:[POS]
Example tokens include:
BUSH:O:NN
BUSHES:O:NNS
BUSH:PERSON:NNP
GEORGE:PERSON:NNP_BUSH:PERSON:NNP
GEORGE:PERSON:NNP_W:PERSON:NNP_BUSH:PERSON:NNP
NEW:O:JJ
NEW:LOCATION:NNP_YORK:LOCATION:NNP
NEW:ORGANIZATION:NNP_YORK:ORGANIZATION:NNP_TIMES:ORGANIZATION:NNP
</pre
TaPvex: A Tagged and Phrased word2vec Model
No full text TaPvex: A Tagged and Phrased word2vec Model
Benjamin J. Radford
September 29, 2017
Summary
TaPvex is a trained word2vec model of part-of-speech-tagged and named-entity-tagged words and phrases. The model was trained on a large corpus of English language news text from the early 2010s. Words have been tagged using Stanford CoreNLP to include named entities (NER) and Penn Treebank parts-of-speech (POS). Tagged words have been concatenated into n-gram phrases.
The model contains 1.17 million unique words and phrases. Word vectors are of size 150.
Use
All three files (TaPvex, TaPvex.syn0.npy, TaPvex.syn1.npy) must be located in the same directory. The file can be opened with the gensim Python module using:
from gensim.models import Word2Vec
model = Word2Vec.load("/path/to/model/TaPvex")
Examples
Tokens are of the form:
[WORD]:[NER]:[POS]
Phrases are of the form:
[WORD]:[NER]:[POS]_[WORD]:[NER]:[POS]
Example tokens include:
BUSH:O:NN
BUSHES:O:NNS
BUSH:PERSON:NNP
GEORGE:PERSON:NNP_BUSH:PERSON:NNP
GEORGE:PERSON:NNP_W:PERSON:NNP_BUSH:PERSON:NNP
NEW:O:JJ
NEW:LOCATION:NNP_YORK:LOCATION:NNP
NEW:ORGANIZATION:NNP_YORK:ORGANIZATION:NNP_TIMES:ORGANIZATION:NNP
</pre
[Letter from Mrs. J. M. Radford to T. N. Carswell - February 26, 1943]
No full textA letter written to Mr. Carswell from Mrs. J. M. Radford and Annabel, dated February 26, 1943. Radford expresses her appreciation for the red and white carnations sent by Carswell. [Flowers sent to remember a party given on February 25, 1933 to celebrate "50 years of building Abilene" honoring J. M. Radford.] The reverse side includes a note from "Mother" [Byrdie Carswell] dated March 4. Byrdie advises that this card was forwarded to Carswell but was returned "torn and messed up", therefore, she is resending it in a new envelope
- …
