20 citations · 20 across the 2 of their papers we have counts for
3 papers
cs.CL2026
Short-form Text Rewriting with Phi Silica
Divya Tadimeti, Shawn Pan, Sameera Lanka +2
Short-form text rewriting is a constrained variant of paraphrasing in which limited context and high semantic density leave little room for variation. While large language models p…
cs.CL2021
Studying word order through iterative shuffling
Nikolay Malkin, Sameera Lanka, Pranav Goel +1
As neural language models approach human performance on NLP benchmark tasks, their advances are widely seen as evidence of an increasingly complex understanding of syntax. This vie…
cs.LG2018★ 20 cited
ARCHER: Aggressive Rewards to Counter bias in Hindsight Experience Replay
Sameera Lanka, Tianfu Wu
Experience replay is an important technique for addressing sample-inefficiency in deep reinforcement learning (RL), but faces difficulty in learning from binary and sparse rewards…