← Authors

Nedim Lipka

41 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (59) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (22) 🌱 Topic Pioneer πŸ† Grand Slam πŸ‘₯ Mega-Team (34) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (159) πŸ’Ž Century Club (37) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (12)

Conferences

ACL (11) EMNLP (5) IJCNLP (5) AAAI (3) AACL (3) NAACL (3) COLING (2) EACL (2) ICLR (2) ICML (2) IJCAI (1) NIPS (1) SEMEVAL (1)

Top co-authors

Franck Dernoncourt (24) Ryan A. Rossi (15) Sungchul Kim (11) Thamar Solorio (9) Puneet Mathur (8) Tong Yu (7) Ruiyi Zhang (7) Amirreza Shirani (6) Ryan Rossi (6) Jose Echevarria (6)

Research topics

Domain-Specific (1)

Keywords

question answering (6) large language model (5) multimodal learning (4) text classification (3) emphasis selection (3) source attribution (3) text processing (2) link prediction (2) transformer model (2) vision-language model (2) node classification (2) hallucination mitigation (2) graph representation (2) aspect detection (2) prompt engineering (2) knowledge graph (2) part-of-speech tagging (2) stance detection (2) information extraction (2) dialogue system (2)

Papers

Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026
A Survey on LLM-based Conversational User Simulation EACL 2026
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections NAACL 2025
Source Attribution for Large Language Models IJCNLP 2025
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025
Source Attribution for Large Language Models AACL 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025
From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025
Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025
MATSA: Multi-Agent Table Structure Attribution EMNLP 2024
Knowledge Graph Prompting for Multi-Document Question Answering AAAI 2024
KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024
OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis COLING 2024
Editing Partially Observable Networks via Graph Diffusion Models ICML 2024
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs ICLR 2023
A Review of Datasets for Aspect-based Sentiment Analysis IJCNLP 2023
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings NIPS 2023
A Review of Datasets for Aspect-based Sentiment Analysis AACL 2023
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022
Graph Neural Networks with Heterophily AAAI 2021
Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021
Syntopical Graphs for Computational Argumentation Tasks IJCNLP 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning IJCNLP 2021
PSED: A Dataset for Selecting Emphasis in Presentation Slides IJCNLP 2021
Syntopical Graphs for Computational Argumentation Tasks ACL 2021
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
β€œIt doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems EMNLP 2021
StreamHover: Livestream Transcript Summarization and Annotation EMNLP 2021
PSED: A Dataset for Selecting Emphasis in Presentation Slides ACL 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning ACL 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation ICLR 2021
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media SEMEVAL 2020
Let Me Choose: From Verbal Context to Font Selection ACL 2020
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media COLING 2020
ISA: An Intelligent Shopping Assistant AACL 2020
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions ACL 2019
A Simple End-to-End Question Answering Model for Product Information ACL 2018