Tanya Goyal
- FABLES: Evaluating faithfulness and content selection in book-length summarization
2024/04/01 by Yekyung Kim, Yapei Chang, Marzena Karpinska +5 · 5 voices · 13 citations
#cs.CL #cs.AI
- Evaluating Large Language Models at Evaluating Instruction Following
2023/10/11 by Zhiyuan Zeng, Zeng, Zhiyuan, Jiatong Yu +9 · 52 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification
- A Long Way to Go: Investigating Length Correlations in RLHF
2023/10/05 by Prasann Singhal, Tanya Goyal, Singhal, Prasann +5 · 2 voices · 32 citations
Computer Science · #Expert finding and Q&A systems #Speech and dialogue systems #Topic Modeling #cs.CL #cs.LG
- BooookScore: A systematic exploration of book-length summarization in the era of LLMs
2023/10/01 by Yapei Chang, Chang, Yapei, Kyle Lo +5 · 28 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- WiCE: Real-World Entailment for Claims in Wikipedia
2023/03/02 by Ryo Kamoi, Kamoi, Ryo, Tanya Goyal +5 · 20 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
- LitSearch: A Retrieval Benchmark for Scientific Literature Search
2024/07/10 by Anirudh Ajith, Mengzhou Xia, Ajith, Anirudh +9 · 23 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Semantic Web and Ontologies
- One Thousand and One Pairs: A "novel" challenge for long-context language models
2024/06/24 by Marzena Karpinska, Katherine Thai, Karpinska, Marzena +7 · 22 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
2022/05/25 by Liyan Tang, Tanya Goyal, Tang, Liyan +14 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Challenges in Trustworthy Human Evaluation of Chatbots
2024/12/05 by Wenting Zhao, Zhao, Wenting, Alexander M. Rush +3 · 5 citations
Computer Science · #AI in Service Interactions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Memorization vs. Reasoning: Updating LLMs with New Knowledge
2025/04/16 by A. Li, Tanya Goyal, Li, Aochong Oliver +1 · 5 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Training Dynamics for Text Summarization Models
2021/10/15 by Tanya Goyal, Goyal, Tanya, Jiacheng Xu +5 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- SNaC: Coherence Error Detection for Narrative Summarization
2022/05/19 by Tanya Goyal, Junyi Jessy Li, Goyal, Tanya +3 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Shortcomings of Question Answering Based Factuality Frameworks for Error Localization
2022/10/13 by Ryo Kamoi, Kamoi, Ryo, Tanya Goyal +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- RefreshKV: Updating Small KV Cache During Long-form Generation
2024/11/08 by Fangyuan Xu, Xu, Fangyuan, Tanya Goyal +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- D2PO: Discriminator-Guided DPO with Response Evaluation Models
2024/05/02 by Prasann Singhal, Singhal, Prasann, Nathan Lambert +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences