← Authors

Aixin Sun

40 papers · 2015–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (8) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (191) ⚑ Prolific Year (6) πŸ’Ž Century Club (40) ❓ The Questioner πŸ”₯ Unstoppable (9)

Conferences

ACL (16) EMNLP (7) IJCAI (6) IJCNLP (3) AAAI (2) COLING (2) EACL (1) ICML (1) NAACL (1) NIPS (1)

Top co-authors

Yixin Cao (8) Yubo Ma (7) Hao Zhang (6) Xiaoli Li (6) Jung-jae Kim (5) Kuicai Dong (5) Yequan Wang (4) Xinze Li (4) Jing Li (4) Xuying Meng (4)

Keywords

large language model (4) relation extraction (4) information extraction (4) open information extraction (4) pre-trained language model (3) sentiment analysis (3) neural network (3) sequence labeling (3) topic representation (2) representation learning (2) multi-document summarization (2) text mining (2) knowledge graph (2) text extraction (2) few-shot learning (2) model compression (2) information retrieval (2) named entity recognition (2) semantic analysis (2) hallucination detection (2)

Papers

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025
Not All Layers of LLMs Are Necessary During Inference IJCAI 2025
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NIPS 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024
Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection COLING 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task EACL 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023
From Speculation Detection to Trustworthy Relational Tuples in Information Extraction EMNLP 2023
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction ACL 2023
A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023
Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023
Negation Scope Refinement via Boundary Shift Loss ACL 2023
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation ACL 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting ACL 2023
Open Information Extraction via Chunks EMNLP 2023
A Study on Transformer Configuration and Training Objective ICML 2023
Syntactic Multi-view Learning for Open Information Extraction EMNLP 2022
A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ACL 2022
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction COLING 2022
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts EMNLP 2022
Parallel Attention Network with Sequence Matching for Video Grounding ACL 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction AAAI 2021
Parallel Attention Network with Sequence Matching for Video Grounding IJCNLP 2021
DocOIE: A Document-level Context-Aware Dataset for OpenIE IJCNLP 2021
DocOIE: A Document-level Context-Aware Dataset for OpenIE ACL 2021
CASE: Context-Aware Semantic Expansion AAAI 2020
Span-based Localizing Network for Natural Language Video Localization ACL 2020
Subtopic-driven Multi-Document Summarization EMNLP 2019
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation IJCAI 2019
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test ACL 2019
Robust Representation Learning of Biomedical Names ACL 2019
Subtopic-driven Multi-Document Summarization IJCNLP 2019
SegBot: A Generic Neural Text Segmentation Model with Pointer Network IJCAI 2018
NeuRec: On Nonlinear Transformation for Personalized Ranking IJCAI 2018
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules ACL 2017
A Boosting Algorithm for Item Recommendation with Implicit Feedback IJCAI 2015