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researcher

Shengkun Ma

4 papers hereh-index 475 citations7 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL4

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedMaking Pre-trained Language Models Better Continual Few-Shot Relation Extractors

3 citations · 3 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CL2025

MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark

Shengkun Ma, Hao Peng, Lei Hou +1

Machine Reading Comprehension (MRC) is an essential task in evaluating natural language understanding. Existing MRC datasets primarily assess specific aspects of reading comprehens…

cs.CL2024

A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution

Bowen Ding, Qingkai Min, Shengkun Ma +3

Based on Pre-trained Language Models (PLMs), event coreference resolution (ECR) systems have demonstrated outstanding performance in clustering coreferential events across document…

cs.CL2024★ 3 cited

Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors

Shengkun Ma, Jiale Han, Yi Liang +1

Continual Few-shot Relation Extraction (CFRE) is a practical problem that requires the model to continuously learn novel relations while avoiding forgetting old ones with few label…

cs.CL2022

Generative Prompt Tuning for Relation Classification

Jiale Han, Shuai Zhao, Bo Cheng +2

Using prompts to explore the knowledge contained within pre-trained language models for downstream tasks has now become an active topic. Current prompt tuning methods mostly conver…

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