Xiaofei Ma
24 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🌍
Conference Polyglot
(8)
🤝
Dynamic Duo
(12)
👑
Triple Crown
🧬
Topic Evolution
💎
Century Club
(24)
🗃️
Keyword Collector
(98)
⚡
Prolific Year
(6)
🔥
Unstoppable
(7)
Conferences
ACL (8)
EMNLP (5)
NAACL (4)
ICLR (2)
IJCNLP (2)
EACL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
contrastive learning
(5)
code generation
(5)
large language model
(3)
text generation
(3)
global normalization
(2)
question answering
(2)
foundation model
(2)
open-domain question answering
(2)
passage ranking
(2)
span extraction
(2)
bert model
(2)
representation learning
(2)
semantic similarity
(2)
data augmentation
(2)
model robustness
(1)
code completion
(1)
zero-shot learning
(1)
curriculum learning
(1)
text classification
(1)
catastrophic forgetting
(1)
Papers
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation
NAACL 2025
LeDex: Training LLMs to Better Self-Debug and Explain Code
NIPS 2024
Lightweight reranking for language model generations
ACL 2024
BASS: Batched Attention-optimized Speculative Sampling
ACL 2024
CodeFort: Robust Training for Code Generation Models
EMNLP 2024
CODE REPRESENTATION LEARNING AT SCALE
ICLR 2024
Repoformer: Selective Retrieval for Repository-Level Code Completion
ICML 2024
Exploring Continual Learning for Code Generation Models
ACL 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization
EACL 2023
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
ICLR 2023
ContraCLM: Contrastive Learning For Causal Language Model
ACL 2023
Efficient Shapley Values Estimation by Amortization for Text Classification
ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
ACL 2023
Debiasing Neural Retrieval via In-batch Balancing Regularization
NAACL 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
NAACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
ACL 2022
Learning Dialogue Representations from Consecutive Utterances
NAACL 2022
Contrastive Fine-tuning Improves Robustness for Neural Rankers
ACL 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers
IJCNLP 2021
Contrastive Document Representation Learning with Graph Attention Networks
EMNLP 2021
Beyond [CLS] through Ranking by Generation
EMNLP 2020
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering
EMNLP 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection
EMNLP 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering
IJCNLP 2019