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Nianlong Gu

11 papers hereh-index 7338 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL7
  • cs.IR2
  • cs.HC1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedLarge language models surpass human experts in predicting neuroscience results

134 citations · 147 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.IR2021★ 1 cited

Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking

Nianlong Gu, Yingqiang Gao, Richard H. R. Hahnloser

The goal of local citation recommendation is to recommend a missing reference from the local citation context and optionally also from the global context. To balance the tradeoff b…

cs.CL2021★ 1 cited

MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

Nianlong Gu, Elliott Ash, Richard H. R. Hahnloser

We introduce MemSum (Multi-step Episodic Markov decision process extractive SUMmarizer), a reinforcement-learning-based extractive summarizer enriched at each step with information…

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