Ji Ma
22 papers · 2012–2026 · 11 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (46) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(5)
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Machine Learning
(13)
Deep Learning
(10)
Artificial Intelligence
(9)
Natural Language Processing
(9)
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(7)
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Learning Types Β· Deep Learning
(6)
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(4)
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(2)
Keywords
large language model
(4)
passage retrieval
(3)
model compression
(2)
encoder-decoder architecture
(2)
passage reranking
(2)
few-shot learning
(2)
dense retrieval
(2)
information retrieval
(2)
inference efficiency
(2)
large vision-language model
(2)
contrastive learning
(2)
neural retrieval
(2)
transfer learning
(2)
domain adaptation
(2)
synthetic data
(2)
dual encoder
(2)
representation learning
(2)
question answering
(1)
multilingual retrieval
(1)
knowledge distillation
(1)
Papers
Understanding and Mitigating Hallucinations in Multimodal Chain-of-Thought Models
CVPR 2026
LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning
ICCV 2025
Memory-Reduced Meta-Learning with Guaranteed Convergence
AAAI 2025
Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models
ICCV 2025
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning
IJCAI 2024
HYRR: Hybrid Infused Reranking for Passage Retrieval
COLING 2024
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement
COLING 2024
VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model
ICML 2024
Learning List-Level Domain-Invariant Representations for Ranking
NeurIPS 2023
Promptagator: Few-shot Dense Retrieval From 8 Examples
ICLR 2023
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
ACL 2022
Large Dual Encoders Are Generalizable Retrievers
EMNLP 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
ACL 2022
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval
EMNLP 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation
EACL 2021
State-of-the-art Chinese Word Segmentation with Bi-LSTMs
EMNLP 2018
Natural Language Processing with Small Feed-Forward Networks
EMNLP 2017
Generalized Transition-based Dependency Parsing via Control Parameters
ACL 2016
Punctuation Processing for Projective Dependency Parsing
ACL 2014
Tagging The Web: Building A Robust Web Tagger with Neural Network
ACL 2014
Easy-First POS Tagging and Dependency Parsing with Beam Search
ACL 2013
Easy-First Chinese POS Tagging and Dependency Parsing
COLING 2012