Rangan Majumder
4 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Cross-Pollinator (15) π£ Hot Topic Early Bird π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π₯
Mega-Team
(24)
π
Trend Setter
Conferences
ACL (2)
EMNLP (2)
Top co-authors
Research topics
Keywords
dense retrieval
(2)
knowledge distillation
(1)
natural language generation
(1)
natural language understanding
(1)
synthetic data generation
(1)
text retrieval
(1)
benchmark dataset
(1)
language model
(1)
synthetic datum
(1)
pre-trained model
(1)
text embedding
(1)
self-supervised pre-training
(1)
contrastive loss
(1)
negative sampling
(1)
multilingual model
(1)
multilingual embedding
(1)
cross-lingual pre-training
(1)
dense passage retrieval
(1)
relevance score
(1)
retrieval system
(1)
Papers
Improving Text Embeddings with Large Language Models
ACL 2024
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
ACL 2023
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
EMNLP 2022
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
EMNLP 2020