Chien-Sheng Wu
- Art or Artifice? Large Language Models and the False Promise of Creativity
2023/09/25 by Tuhin Chakrabarty, Philippe Laban, Chakrabarty, Tuhin +7 · 2 voices · 39 citations
Computer Science · Medicine · Social Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions
2025/05/24 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Akshara Prabhakar +15 · 9 voices · 15 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Big Data and Business Intelligence #Open Source Software Innovations
- A Simple Language Model for Task-Oriented Dialogue
2020/05/02 by Ehsan Hosseini-Asl, Bryan McCann, Hosseini-Asl, Ehsan +7 · 27 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
2021/12/16 by Alexander R. Fabbri, Fabbri, Alexander R., Chien-Sheng Wu +5 · 17 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
2020/09/29 by Tao Yu, Chien-Sheng Wu, Yu, Tao +15 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- 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
- UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
2022/01/16 by Tianbao Xie, Chen Wu, Xie, Tianbao +43 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
2022/12/15 by Yixin Liu, Liu, Yixin, Alexander R. Fabbri +19 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
2019/05/21 by Chien-Sheng Wu, Wu, Chien-Sheng, Andrea Madotto +9 · 7 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
- DialFact: A Benchmark for Fact-Checking in Dialogue
2021/10/15 by Prakhar Gupta, Chien-Sheng Wu, Gupta, Prakhar +5 · 7 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Text Readability and Simplification #Topic Modeling
- 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
- Evaluating Cultural and Social Awareness of LLM Web Agents
2024/10/30 by Haoyi Qiu, Qiu, Haoyi, Alexander R. Fabbri +10 · 12 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Spam and Phishing Detection #Wikis in Education and Collaboration
- 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
- Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End\n Task-Oriented Dialog Systems
2018/04/22 by Andrea Madotto, Madotto, Andrea, Chien-Sheng Wu +3 · 3 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Multimodal Machine Learning Applications
- TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
2020/04/15 by Chien-Sheng Wu, Steven C. H. Hoi, Wu, Chien-Sheng +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Text Readability and Simplification #Topic Modeling
- Proactive Conversational Agents with Inner Thoughts
2024/12/31 by Xingyu Liu, Liu, Xingyu Bruce, Weiyan Shi +7 · 11 citations
Computer Science · #Multi-Agent Systems and Negotiation
- Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
2023/11/15 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +17 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Prompt Leakage effect and defense strategies for multi-turn LLM interactions
2024/04/24 by Divyansh Agarwal, Agarwal, Divyansh, Alexander R. Fabbri +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
- Exploring Neural Models for Query-Focused Summarization
2021/12/14 by Jesse Vig, Alexander R. Fabbri, Vig, Jesse +7 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
2024/10/15 by Pranav Narayanan Venkit, Philippe Laban, Venkit, Pranav Narayanan +7 · 4 citations
Social Sciences · #Misinformation and Its Impacts #Ethics and Social Impacts of AI
- Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
2020/05/26 by Yifan Gao, Chien-Sheng Wu, Gao, Yifan +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
2023/03/07 by Yixin Liu, Liu, Yixin, Alexander R. Fabbri +13 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ReIFE: Re-evaluating Instruction-Following Evaluation
2024/10/09 by Yixin Liu, Kejian Shi, Liu, Yixin +13 · 3 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Tools and Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
2024/10/20 by Kaige Xie, Philippe Laban, Xie, Kaige +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, Can Qin, Huang, Kung-Hsiang +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
- Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
2024/10/22 by Prafulla Kumar Choubey, Xin Su, Choubey, Prafulla Kumar +21 · 1 citation
Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Topic Modeling
- ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
2024/10/03 by Xiangyu Peng, Peng, Xiangyu, Congying Xia +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques