MIT Press

Skip to Main Content

Table 8

Experimental results for Reddit data set (bold are best scores).

Experiment	S			NS
Experiment	P	R	F1	P	R	F1
disc_bl^ct	72.54	72.92	72.73	72.77	72.4	72.56
disc_bl^ct+pt	66.3	67.52	66.90	66.91	65.68	66.29
tf-idf_bl^ct	72.76	70.08	71.39	71.14	73.76	72.43
tf-idf_bl^ct+pt	71.14	69.72	70.42	70.31	71.72	71.01
LSTM^ct	81.29	59.6	68.77	68.1	86.28	76.12
LSTM^ct+pt	73.35	75.76	74.54	74.94	72.48	73.69
LSTM^ct + LSTM^pt	74.46	73.72	74.09	73.98	74.72	74.35
LSTM^conditional	73.72	71.6	72.64	72.40	74.48	73.42
LSTM^ct_{a_s}	74.87	74.28	74.58	74.48	75.08	74.78
LSTM^{ct_{a_s}+pt_{a_s}}	77.24	69.83	73.35	72.66	79.58	75.96
LSTM^ct_{a_s} + LSTM^pt_{a_s}	73.11	80.60	76.67	78.39	70.36	74.16
LSTM^ct_{a_w+s} + LSTM^pt_{a_w+s}	74.50	74.68	74.59	74.62	74.44	74.52

Experiment	S			NS
Experiment	P	R	F1	P	R	F1
disc_bl^ct	72.54	72.92	72.73	72.77	72.4	72.56
disc_bl^ct+pt	66.3	67.52	66.90	66.91	65.68	66.29
tf-idf_bl^ct	72.76	70.08	71.39	71.14	73.76	72.43
tf-idf_bl^ct+pt	71.14	69.72	70.42	70.31	71.72	71.01
LSTM^ct	81.29	59.6	68.77	68.1	86.28	76.12
LSTM^ct+pt	73.35	75.76	74.54	74.94	72.48	73.69
LSTM^ct + LSTM^pt	74.46	73.72	74.09	73.98	74.72	74.35
LSTM^conditional	73.72	71.6	72.64	72.40	74.48	73.42
LSTM^ct_{a_s}	74.87	74.28	74.58	74.48	75.08	74.78
LSTM^{ct_{a_s}+pt_{a_s}}	77.24	69.83	73.35	72.66	79.58	75.96
LSTM^ct_{a_s} + LSTM^pt_{a_s}	73.11	80.60	76.67	78.39	70.36	74.16
LSTM^ct_{a_w+s} + LSTM^pt_{a_w+s}	74.50	74.68	74.59	74.62	74.44	74.52