Dejiao Zhang
20 papers · 2016–2024 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (8) π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (50)
πΊοΈ
Taxonomy Completionist
(50)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
π
Century Club
(20)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(82)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
ACL (7)
EMNLP (3)
NAACL (3)
ICLR (2)
IJCNLP (2)
AISTATS (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
contrastive learning
(5)
continual learning
(3)
abstractive summarization
(3)
factual consistency
(3)
knowledge distillation
(2)
language model pretraining
(2)
automatic evaluation metric
(2)
semantic similarity
(2)
instance discrimination
(2)
sentence representation
(2)
code generation
(2)
representation learning
(2)
unsupervised learning
(2)
ambiguous question answering
(2)
open-domain question answering
(2)
question answering
(2)
named entity recognition
(2)
domain adaptation
(2)
catastrophic forgetting
(2)
evidence fusion
(2)
Papers
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
EMNLP 2024
Repoformer: Selective Retrieval for Repository-Level Code Completion
ICML 2024
CODE REPRESENTATION LEARNING AT SCALE
ICLR 2024
Exploring Continual Learning for Code Generation Models
ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model
ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ACL 2023
Learning Dialogue Representations from Consecutive Utterances
NAACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
NAACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
ACL 2022
Pairwise Supervised Contrastive Learning of Sentence Representations
EMNLP 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering
ACL 2021
Entity-level Factual Consistency of Abstractive Text Summarization
EACL 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
ACL 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
IJCNLP 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering
IJCNLP 2021
Supporting Clustering with Contrastive Learning
NAACL 2021
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling
EMNLP 2020
LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING
ICLR 2018
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation
AISTATS 2016