Laban, Philippe
- LLMs Get Lost In Multi-Turn Conversation
2025/05/09 by Philippe Laban, Hiroaki Hayashi, Laban, Philippe +5 · 41 voices · 108 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL #cs.HC
- Art or Artifice? Large Language Models and the False Promise of Creativity
2023/09/25 by Tuhin Chakrabarty, Chakrabarty, Tuhin, Philippe Laban +7 · 2 voices · 39 citations
Computer Science · Medicine · Social Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
2024/04/16 by Liyan Tang, Philippe Laban, Tang, Liyan +3 · 47 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
2021/11/18 by Philippe Laban, Tobias Schnabel, Laban, Philippe +5 · 24 citations
Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
- Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment
2023/11/14 by Laban, Philippe, Murakhovs'ka, Lidiya, Xiong, Caiming +1 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
2024/07/01 by Philippe Laban, Laban, Philippe, Alexander R. Fabbri +5 · 19 citations
Computer Science · #Semantic Web and Ontologies #Library Science and Information Systems #Research Data Management Practices
- CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments
2024/11/04 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Akshara Prabhakar +15 · 15 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
- Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits
2024/09/22 by Tuhin Chakrabarty, Philippe Laban, Chakrabarty, Tuhin +3 · 2 voices · 9 citations
Computer Science · #Natural Language Processing Techniques
- Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
2022/05/25 by Tang, Liyan, Goyal, Tanya, Fabbri, Alexander R. +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
2023/09/27 by Laban, Philippe, Vig, Jesse, Hearst, Marti A. +2 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
2023/09/17 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Philippe Laban +11 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- BingoGuard: LLM Content Moderation Tools with Risk Levels
2025/03/09 by Yin, Fan, Laban, Philippe, Peng, Xiangyu +7 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Next Steps for Human-Centered Generative AI: A Technical Perspective
2023/06/27 by Chen, Xiang 'Anthony', Burke, Jeff, Du, Ruofei +8 · 4 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Prompt Leakage effect and defense strategies for multi-turn LLM interactions
2024/04/24 by Divyansh Agarwal, Alexander R. Fabbri, Agarwal, Divyansh +8 · 5 citations
Engineering · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Gyrotron and Vacuum Electronics Research #Particle accelerators and beam dynamics
- Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool
2022/07/18 by Chen, Xiang 'Anthony', Wu, Chien-Sheng, Murakhovs'ka, Lidiya +4 · 3 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
2023/05/23 by Laban, Philippe, Kryściński, Wojciech, Agarwal, Divyansh +4 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
2024/10/15 by Pranav Narayanan Venkit, Venkit, Pranav Narayanan, Philippe Laban +7 · 4 citations
Social Sciences · #Misinformation and Its Impacts #Ethics and Social Impacts of AI
- AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation
2025/04/10 by Chakrabarty, Tuhin, Laban, Philippe, Wu, Chien-Sheng · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
2023/06/01 by Yin, Fan, Vig, Jesse, Laban, Philippe +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Flipping the Dialogue: Training and Evaluating User Language Models
2025/10/08 by Tarek Naous, Philippe Laban, Naous, Tarek +5 · 5 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
- Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
2024/10/20 by Kaige Xie, Xie, Kaige, Philippe Laban +7 · 3 citations
Computer Science · Social Sciences · #Educational Technology and Assessment #Student Assessment and Feedback #Innovative Teaching Methods
- Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
2025/02/17 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Can Qin +11 · 4 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
- EvalAgent: Discovering Implicit Evaluation Criteria from the Web
2025/04/21 by Wadhwa, Manya, Sprague, Zayne, Malaviya, Chaitanya +3 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MixQG: Neural Question Generation with Mixed Answer Types
2021/10/15 by Murakhovs'ka, Lidiya, Wu, Chien-Sheng, Laban, Philippe +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- XGen-7B Technical Report
2023/09/07 by Nijkamp, Erik, Xie, Tian, Hayashi, Hiroaki +22 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence
2025/09/02 by Venkit, Pranav Narayanan, Laban, Philippe, Zhou, Yilun +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning
2025/05/14 by Peiqi Sui, Juan Diego Rodríguez, Sui, Peiqi +14 · 2 voices · 1 citation
Social Sciences · #Education and Critical Thinking Development