Mengzhou Xia
27 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (6)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(11)
π€
Dynamic Duo
(15)
π
Triple Crown
π
Grand Slam
π₯
Mega-Team
(82)
π±
Topic Pioneer
π
Century Club
(27)
ποΈ
Keyword Collector
(85)
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Conference Pioneer
π₯
Unstoppable
(7)
β‘
Prolific Year
(11)
Conferences
ACL (7)
ICLR (5)
ICML (5)
EMNLP (4)
NAACL (3)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
low-resource language
(3)
neural machine translation
(2)
masked language model
(2)
few-shot learning
(2)
in-context learning
(2)
benchmark evaluation
(2)
large language model
(2)
pre-trained language model
(2)
cross-lingual transfer
(2)
text classification
(1)
multilingual nlp
(1)
natural language inference
(1)
data augmentation
(1)
domain adaptation
(1)
zero-shot learning
(1)
machine translation
(1)
information retrieval
(1)
knowledge distillation
(1)
prompt engineering
(1)
attention mechanism
(1)
Papers
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
ICLR 2025
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
ICML 2025
InstructEval: Systematic Evaluation of Instruction Selection Methods
NAACL 2024
SimPO: Simple Preference Optimization with a Reference-Free Reward
NIPS 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search
EMNLP 2024
Detecting Pretraining Data from Large Language Models
ICLR 2024
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
ICLR 2024
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
ICLR 2024
Language Models as Science Tutors
ICML 2024
Trainable Transformer in Transformer
ICML 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
ICML 2024
LESS: Selecting Influential Data for Targeted Instruction Tuning
ICML 2024
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
NIPS 2024
Training Trajectories of Language Models Across Scales
ACL 2023
MABEL: Attenuating Gender Bias using Textual Entailment Data
EMNLP 2022
Donβt Prompt, Search! Mining-based Zero-Shot Learning with Language Models
EMNLP 2022
Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models
EMNLP 2022
Structured Pruning Learns Compact and Accurate Models
ACL 2022
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
NAACL 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation
NAACL 2021
Demoting Racial Bias in Hate Speech Detection
ACL 2020
Predicting Performance for Natural Language Processing Tasks
ACL 2020
Generalized Data Augmentation for Low-Resource Translation
ACL 2019
Choosing Transfer Languages for Cross-Lingual Learning
ACL 2019
Graph Based Translation Memory for Neural Machine Translation
AAAI 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction
ACL 2019