Infrequent words are difficult to comprehend.
Introduction:
Parameters like saccade length, fixation duration and regression 
frequency reveal a lot about the text in silent reading. Like whether 
the text is conceptually difficult or not, has difficult words or not 
and lot more.
This is in accordance with the view that eye's saccadic movements 
reflect the online cognitive processing of the text being 
read(Processing versus Oculomotor model). Confusion in parsing 
information is reflected in reduction in saccade length, and increase in
 fixation duration and regression frequency.
Experiments have been conducted to show that as the frequency of word 
increases, the fixation time on that particular word decreases.
Short within-word regression indicates difficulty in processing that 
word, hence frequency can also play a role here. It can be useful in 
measuring difficulty in processing long frequent vs long infrequent 
words. Longer regression(spanning more than a word) signifies not 
understanding the sentence as a whole, hence a measure of perplexity in 
sentence comprehension.
Morover, parafoveal preview(slight focus on first few letters of the 
word on right of currently fixated word) triggers preliminary parafoveal
 word analysis. Here also parafoveal preview does better if the 
parafoveal word has higher frequency. Richer the analysis, faster the 
reading rate.
Proposal:
We propose to do the experiment that infrequent words are difficult to 
comprehend with words drawn from "hindi" language. The dataset to be 
used will likely be IIT Bombay's Hindi Wordnet.
References:
[1]K. Rayner. Eye movements in reading and information processing:20 
years of research. Psychological bulletin, 124:372-422, 1998.
[2]Matthew S. Starr and Keith Rayner. Eye movements during reading: some
 current controversies. Trends in Cognitive Science, 5 (2001), pp. 
156-163.
[3]Inhoff, A.W. and Rayner, K. (1986) Parafoveal word processing during 
eye fixations in reading:effects of word frequency. Percept. Psychophys.
 40, 431-439.