Nedim Lipka

Orcid: 0000-0002-3779-7784

According to our database1, Nedim Lipka authored at least 87 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
DynaSaur: Large Language Agents Beyond Predefined Actions.
CoRR, 2024

Personalization of Large Language Models: A Survey.
CoRR, 2024

Survey of User Interface Design and Interaction Techniques in Generative AI Applications.
CoRR, 2024

A Survey of Small Language Models.
CoRR, 2024

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use.
CoRR, 2024

A Multi-LLM Debiasing Framework.
CoRR, 2024

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.
CoRR, 2024

KaPQA: Knowledge-Augmented Product Question-Answering.
CoRR, 2024

LongLaMP: A Benchmark for Personalized Long-form Text Generation.
CoRR, 2024

ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection.
CoRR, 2024

Augmenting Textual Generation via Topology Aware Retrieval.
CoRR, 2024

Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models.
CoRR, 2024

Editing Partially Observable Networks via Graph Diffusion Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Topology-aware Retrieval Augmentation for Text Generation.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Marco: Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Knowledge Graph Prompting for Multi-Document Question Answering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Leveraging Graph Diffusion Models for Network Refinement Tasks.
CoRR, 2023

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis.
CoRR, 2023

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.
CoRR, 2023

A ML-based Approach for HTML-based Style Recommendation.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

TaleStream: Supporting Story Ideation with Trope Knowledge.
Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Review of Datasets for Aspect-based Sentiment Analysis.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Computable Contracts by Extracting Obligation Logic Graphs.
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023

How Small Businesses Transform PDF Agreements into Action.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

Envisioning the Next-Gen Document Reader.
Proceedings of the Workshop on Scientific Document Understanding co-located with 37th AAAI Conference on Artificial Inteligence (AAAI 2023), 2023

2022
A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings.
CoRR, 2022

Graph Learning with Localized Neighborhood Fairness.
CoRR, 2022

Survey of Aspect-based Sentiment Analysis Datasets.
CoRR, 2022

Task-Oriented Near-Lossless Burst Compression.
Proceedings of the IEEE International Symposium on Multimedia, 2022

One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes.
Proceedings of the International Conference on Machine Learning, 2022

Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity.
Proceedings of the Blockchain and Trustworthy Systems - 4th International Conference, 2022

2021
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes.
CoRR, 2021

An Interpretable Graph Generative Model with Heterophily.
CoRR, 2021

Developing a Conversational Recommendation System for Navigating Limited Options.
CoRR, 2021

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides.
CoRR, 2021

Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis.
Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, 2021

Edge: Enriching Knowledge Graph Embeddings with External Text.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Open Intent Extraction from Natural Language Interactions (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.
Proceedings of the 9th International Conference on Learning Representations, 2021

StreamHover: Livestream Transcript Summarization and Annotation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Developing a Conversational Recommendation Systemfor Navigating Limited Options.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

A Framework for Knowledge-Derived Query Suggestions.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Learning Contextualized Knowledge Structures for Commonsense Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

PSED: A Dataset for Selecting Emphasis in Presentation Slides.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Syntopical Graphs for Computational Argumentation Tasks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Graph Neural Networks with Heterophily.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability.
IEEE Trans. Knowl. Data Eng., 2020

Learning Contextualized Knowledge Structures for Commonsense Reasoning.
CoRR, 2020

Open Intent Extraction from Natural Language Interactions.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

ISA: An Intelligent Shopping Assistant.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: System Demonstrations, 2020

Let Me Choose: From Verbal Context to Font Selection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Towards Open Intent Discovery for Conversational Text.
CoRR, 2019

Towards Summarization for Social Media - Results of the TL;DR Challenge.
Proceedings of the 12th International Conference on Natural Language Generation, 2019

Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Task Proposal: The TL;DR Challenge.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

Pseudo Descriptions for Meta-Data Retrieval.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Supervised Transfer Learning for Product Information Question Answering.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Detecting Link and Landing Page Misalignment in Marketing Emails.
Proceedings of the Database and Expert Systems Applications, 2018

A Simple End-to-End Question Answering Model for Product Information.
Proceedings of the First Workshop on Economics and Natural Language Processing, 2018

2017
WimNet: Vision Search for Web Logs.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Predicting Online Purchase Conversion for Retargeting.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

2016
Browsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site.
Proceedings of the 25th International Conference on World Wide Web, 2016

Purchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item.
Proceedings of the 25th International Conference on World Wide Web, 2016

Topical Sequence Profiling.
Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016

2015
An Aspect-driven Social Media Explorer.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2013
Modeling Non-Standard Text Classification Tasks.
PhD thesis, 2013

2012
Cluster-based one-class ensemble for classification problems in information retrieval.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Predicting quality flaws in user-generated content: the case of wikipedia.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Estimating the Expected Effectiveness of Text Classification Solutions under Subclass Distribution Shifts.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011
Intrinsic plagiarism analysis.
Lang. Resour. Evaluation, 2011

Towards automatic quality assurance in Wikipedia.
Proceedings of the 20th International Conference on World Wide Web, 2011

Classifying with Co-stems - A New Representation for Information Filtering.
Proceedings of the Advances in Information Retrieval, 2011

Robust Models in Information Retrieval.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Detection of text quality flaws as a one-class classification problem.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Web Genre Analysis: Use Cases, Retrieval Models, and Implementation Issues.
Proceedings of the Genres on the Web, 2011

2010
Identifying featured articles in wikipedia: writing style matters.
Proceedings of the 19th International Conference on World Wide Web, 2010

A Comparison of Language Identification Approaches on Short, Query-Style Texts.
Proceedings of the Advances in Information Retrieval, 2010

2009
Evaluating Cross-Language Explicit Semantic Analysis and Cross Querying at TEL@CLEF 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Evaluating Cross-Language Explicit Semantic Analysis and Cross Querying.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

A knowledge-based giffler-thompson heuristic for rescheduling job-shops.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Scheduling, 2009

2008
Meta Analysis within Authorship Verification.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008


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