Mingda Chen
20 papers · 2018–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Legion
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(113)
Top co-authors
Research topics
Machine Learning
(15)
Natural Language Processing
(15)
Deep Learning
(12)
Applications
(10)
Learning Types Β· Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(7)
Core Methods
(7)
Resources & Methods
(7)
Generation
(6)
Models
(6)
Learning Types Β· Deep Learning
(5)
Application Areas
(3)
Optimization & Theory
(3)
Techniques
(3)
Keywords
language model
(3)
text generation
(3)
retrieval-augmented generation
(3)
multi-task learning
(3)
neural network
(2)
in-context learning
(2)
few-shot learning
(2)
transfer learning
(2)
speech-to-speech translation
(2)
knowledge-intensive task
(2)
variational inference
(2)
sentence representation
(2)
self-supervised learning
(2)
pre-trained language model
(2)
word embedding
(2)
multivariate gaussian
(1)
text classification
(1)
feature learning
(1)
natural language processing
(1)
similarity search
(1)
Papers
ImpRAG: Retrieval-Augmented Generation with Implicit Queries
EMNLP 2025
Improving Factuality with Explicit Working Memory
ACL 2025
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
EACL 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
ICLR 2024
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric
ACL 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages
ACL 2023
Improving In-Context Few-Shot Learning via Self-Supervised Training
NAACL 2022
SummScreen: A Dataset for Abstractive Screenplay Summarization
ACL 2022
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections
ACL 2021
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
ICLR 2020
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions
AAAI 2020
Learning Probabilistic Sentence Representations from Paraphrases
ACL 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories
EMNLP 2020
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations
NAACL 2019
Controllable Paraphrase Generation with a Syntactic Exemplar
ACL 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations
EMNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
EMNLP 2019
Smaller Text Classifiers with Discriminative Cluster Embeddings
NAACL 2018
Variational Sequential Labelers for Semi-Supervised Learning
EMNLP 2018