Latest Research in Sentiment Analysis and Opinion Mining

6 research papers · 2026 median publication year

Top Research Topics in Sentiment Analysis and Opinion Mining

Highest-Cited Papers

  1. Knowledge distillation of attention-refined transformers for aspect-based sentiment analysis
  2. Bridging Aspect-Level and Document-Level Sentiment Analysis in Online Education Through Constrained Multi-Granularity Generative Modeling
  3. Large Language Model-Driven Hard Negatives Generation for Contrastive Aspect-Based Sentiment Analysis
  4. Generative Models Enhanced by Sequence Labelling and Aspect-Code Switching Improve Cross-lingual Aspect-Based Sentiment Analysis
  5. DiffuSent: Towards a Unified Diffusion Framework for Aspect-Based Sentiment Analysis
  6. TSRB: Transformer-based Semantic Refinement Block for Sentiment Analysis using Scene Text Images
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.