← Authors

Chenyan Xiong

54 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (73) 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) πŸ”¬ Deep Specialist (12) πŸ† Grand Slam 🀝 Dynamic Duo (18) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (198) πŸ’Ž Century Club (52) ⚑ Prolific Year (5)

Conferences

EMNLP (16) ACL (14) ICLR (7) NAACL (5) EACL (3) NIPS (3) AAAI (2) IJCNLP (2) COLING (1) ICML (1)

Top co-authors

Zhiyuan Liu (19) Zhenghao Liu (16) Arnold Overwijk (7) Paul Bennett (7) Shi Yu (6) Ge Yu (6) Maosong Sun (5) Si Sun (5) XIA SONG (4) Jiawei Han (4)

Keywords

dense retrieval (11) information retrieval (9) contrastive learning (7) language model (7) zero-shot learning (4) knowledge graph (4) domain adaptation (4) representation learning (3) language model pretraining (3) weak supervision (3) neural network (3) neural information retrieval (3) retrieval-augmented generation (2) visual feature (2) data selection (2) zero-shot generalization (2) retrieval augmentation (2) document ranking (2) language modeling (2) fact verification (2)

Papers

Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning ICLR 2025
Harnessing Webpage UIs for Text-Rich Visual Understanding ICLR 2025
On the Feasibility of In-Context Probing for Data Attribution NAACL 2025
ResearchArena: Benchmarking Large Language Models’ Ability to Collect and Organize Information as Research Agents EMNLP 2025
Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025
Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews ACL 2025
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025
Craw4LLM: Efficient Web Crawling for LLM Pretraining ACL 2025
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
RAGViz: Diagnose and Visualize Retrieval-Augmented Generation EMNLP 2024
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024
Cleaner Pretraining Corpus Curation with Neural Web Scraping ACL 2024
Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion COLING 2024
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models NIPS 2024
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance ICML 2024
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023
CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering EMNLP 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories EMNLP 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL 2023
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval ICLR 2023
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators ICLR 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives EMNLP 2022
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NIPS 2021
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization AAAI 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021
Contrastive Multi-document Question Generation EACL 2021
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling EMNLP 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval ICLR 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision IJCNLP 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval NAACL 2021
Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NIPS 2020
Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
Latent Relation Language Models AAAI 2020
Fine-grained Fact Verification with Kernel Graph Attention Network ACL 2020
Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs ACL 2020
Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention ICLR 2020
Long Document Ranking with Query-Directed Sparse Transformer EMNLP 2020
Open Domain Web Keyphrase Extraction Beyond Language Modeling EMNLP 2019
Open Domain Web Keyphrase Extraction Beyond Language Modeling IJCNLP 2019
Target-Guided Open-Domain Conversation ACL 2019
Automatic Event Salience Identification EMNLP 2018
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018
Automatic Domain Partitioning for Multi-Domain Learning EMNLP 2013