← Authors

Xian Li

63 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸ‘₯ Mega-Team (24) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (11) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (245) πŸ’Ž Century Club (63) ⚑ Prolific Year (6)

Conferences

ACL (17) EMNLP (16) IJCNLP (8) NIPS (5) ICML (4) NAACL (4) EACL (3) CVPR (2) AISTATS (1) ICCV (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Juan Pino (11) Chenwei Zhang (9) Yun Tang (8) Changhan Wang (7) Graham Neubig (7) Zhengyang Wang (7) Naman Goyal (7) Jingbo Shang (7) Yuqing Tang (7) Bing Yin (6)

Keywords

neural machine translation (11) transfer learning (9) speech translation (7) large language model (7) attribute value extraction (5) multilingual model (5) domain adaptation (5) knowledge distillation (4) machine translation (4) question answering (3) information extraction (3) multimodal learning (3) label noise (3) multilingual translation (3) zero-shot learning (3) self-supervised learning (3) few-shot learning (3) weakly supervised learning (3) representation learning (3) latent variable model (3)

Papers

ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025
Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge ICML 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025
Train a Unified Multimodal Data Quality Classifier with Synthetic Data EMNLP 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025
MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024
Self-Alignment with Instruction Backtranslation ICLR 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Data Diversity Matters for Robust Instruction Tuning EMNLP 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024
Chain-of-Verification Reduces Hallucination in Large Language Models ACL 2024
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024
Self-Rewarding Language Models ICML 2024
Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023
Generative Models for Product Attribute Extraction EMNLP 2023
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022
Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction EMNLP 2022
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022
Unified Speech-Text Pre-training for Speech Translation and Recognition ACL 2022
ATST: Audio Representation Learning with Teacher-Student Transformer INTERSPEECH 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ACL 2021
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL 2021
Distributionally Robust Multilingual Machine Translation EMNLP 2021
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling NIPS 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021
Improving Zero-Shot Translation by Disentangling Positional Information ACL 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition ICCV 2021
Robust Optimization for Multilingual Translation with Imbalanced Data NIPS 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
Improving Zero-Shot Translation by Disentangling Positional Information IJCNLP 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task IJCNLP 2021
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation IJCNLP 2021
Multilingual Translation from Denoising Pre-Training IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms AISTATS 2021
Multilingual Translation from Denoising Pre-Training ACL 2021
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL 2021
Cross-lingual Retrieval for Iterative Self-Supervised Training NIPS 2020
Deep Transformers with Latent Depth NIPS 2020
Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020
Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020
Findings of the Fourth Workshop on Neural Generation and Translation ACL 2020
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020
Findings of the First Shared Task on Machine Translation Robustness ACL 2019
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
Deep Voice: Real-time Neural Text-to-Speech ICML 2017
CVTE at IJCNLP-2017 Task 1: Character Checking System for Chinese Grammatical Error Diagnosis Task IJCNLP 2017