Fabbri, Alexander R.
- SummEval: Re-evaluating Summarization Evaluation
2020/07/24 by Fabbri, Alexander R., Kryściński, Wojciech, McCann, Bryan +3 · 51 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Sarcasm Analysis using Conversation Context
2018/08/22 by Debanjan Ghosh, Ghosh, Debanjan, Alexander R. Fabbri +3 · 1 voice · 2 citations
Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
- Multi-News: a Large-Scale Multi-Document Summarization Dataset and\n Abstractive Hierarchical Model
2019/06/04 by Alexander R. Fabbri, Fabbri, Alexander R., Irene Li +7 · 28 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- FOLIO: Natural Language Reasoning with First-Order Logic
2022/09/02 by Simeng Han, Han, Simeng, Hailey Schoelkopf +58 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
2021/12/16 by Alexander R. Fabbri, Chien-Sheng Wu, Fabbri, Alexander R. +5 · 17 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
2024/07/01 by Philippe Laban, Alexander R. Fabbri, Laban, Philippe +5 · 19 citations
Computer Science · #Semantic Web and Ontologies #Library Science and Information Systems #Research Data Management Practices
- Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
2022/12/15 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +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
- On Learning to Summarize with Large Language Models as References
2023/05/23 by Yixin Liu, Liu, Yixin, Shi, Kejian +10 · 10 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
2019/09/04 by Michihiro Yasunaga, Jungo Kasai, Yasunaga, Michihiro +11 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis 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
- Evaluating Cultural and Social Awareness of LLM Web Agents
2024/10/30 by Haoyi Qiu, Alexander R. Fabbri, Qiu, Haoyi +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, Philippe Laban, Huang, Kung-Hsiang +11 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
2018/11/26 by Irene Li, Alexander R. Fabbri, Li, Irene +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
2020/04/24 by Fabbri, Alexander R., Ng, Patrick, Wang, Zhiguo +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Prompted Opinion Summarization with GPT-3.5
2022/11/29 by Adithya Bhaskar, Bhaskar, Adithya, Alexander R. Fabbri +3 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
2021/10/14 by Choubey, Prafulla Kumar, Fabbri, Alexander R., Vig, Jesse +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Exploring Neural Models for Query-Focused Summarization
2021/12/14 by Jesse Vig, Vig, Jesse, Alexander R. Fabbri +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
- 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)
- Improving Zero and Few-Shot Abstractive Summarization with Intermediate\n Fine-tuning and Data Augmentation
2020/10/24 by Alexander R. Fabbri, Simeng Han, Fabbri, Alexander R. +13 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
2021/06/01 by Fabbri, Alexander R., Rahman, Faiaz, Rizvi, Imad +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization
2021/11/11 by Fabbri, Alexander R., Wu, Xiaojian, Iyer, Srini +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization
2022/12/20 by Pagnoni, Artidoro, Fabbri, Alexander R., Kryściński, Wojciech +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MultiNRC: A Challenging and Native Multilingual Reasoning Evaluation Benchmark for LLMs
2025/07/23 by Fabbri, Alexander R., Mares, Diego, Flores, Jorge +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences