Tanya Goyal

56 papers A* 9A 1B 1Journal 27Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Updating Parametric Knowledge with Context Distillation Retains Post-Training Capabilities.
CoRR
Shankar Padmanabhan, Mustafa Omer Gul, Tanya Goyal
2025 — conf
Challenges in Trustworthy Human Evaluation of Chatbots.
NAACL (Findings)
Wenting Zhao, Alexander M. Rush, Tanya Goyal
2025 — conf
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization.
EMNLP (Findings)
Chengyu Huang, Tanya Goyal
2025 J jnl
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization.
CoRR
Chengyu Huang, Tanya Goyal
2025 — conf
Memorization vs. Reasoning: Updating LLMs with New Knowledge.
ACL (Findings)
Aochong Oliver Li, Tanya Goyal
2025 J jnl
Memorization vs. Reasoning: Updating LLMs with New Knowledge.
CoRR
Aochong Oliver Li, Tanya Goyal
2025 J jnl
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectory?
CoRR
Aochong Oliver Li, Tanya Goyal
2025 J jnl
Pay-Per-Search Models are Abstention Models.
CoRR
Mustafa Omer Gul, Claire Cardie, Tanya Goyal
2025 — conf
RefreshKV: Updating Small KV Cache During Long-form Generation.
ACL (1)
Fangyuan Xu, Tanya Goyal, Eunsol Choi
2025 — conf
The Progress Illusion: Revisiting meta-evaluation standards of LLM evaluators.
EMNLP (Findings)
Tianruo Rose Xu, Vedant Gaur, Liu Leqi, Tanya Goyal
2024 A* conf
BooookScore: A systematic exploration of book-length summarization in the era of LLMs.
ICLR
Yapei Chang, Kyle Lo, Tanya Goyal, Mohit Iyyer
2024 J jnl
Challenges in Trustworthy Human Evaluation of Chatbots.
CoRR
Wenting Zhao, Alexander M. Rush, Tanya Goyal
2024 J jnl
D2PO: Discriminator-Guided DPO with Response Evaluation Models.
CoRR
Prasann Singhal, Nathan Lambert, Scott Niekum, Tanya Goyal, Greg Durrett
2024 A* conf
Evaluating Large Language Models at Evaluating Instruction Following.
ICLR
Zhiyuan Zeng, Jiatong Yu, Tianyu Gao, Yu Meng, Tanya Goyal, Danqi Chen
2024 J jnl
FABLES: Evaluating faithfulness and content selection in book-length summarization.
CoRR
Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer
2024 A* conf
LitSearch: A Retrieval Benchmark for Scientific Literature Search.
EMNLP
Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, Tianyu Gao
2024 J jnl
LitSearch: A Retrieval Benchmark for Scientific Literature Search.
CoRR
Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, Tianyu Gao
2024 A* conf
One Thousand and One Pairs: A "novel" challenge for long-context language models.
EMNLP
Marzena Karpinska, Katherine Thai, Kyle Lo, Tanya Goyal, Mohit Iyyer
2024 J jnl
One Thousand and One Pairs: A "novel" challenge for long-context language models.
CoRR
Marzena Karpinska, Katherine Thai, Kyle Lo, Tanya Goyal, Mohit Iyyer
2024 J jnl
Recycled Attention: Efficient inference for long-context language models.
CoRR
Fangyuan Xu, Tanya Goyal, Eunsol Choi
2024 J jnl
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries.
CoRR
Wenting Zhao, Tanya Goyal, Yu Ying Chiu, Liwei Jiang, Benjamin Newman, Abhilasha Ravichander, Khyathi Raghavi Chandu, Ronan Le Bras, Claire Cardie, Yuntian Deng, Yejin Choi
2023 J jnl
A Long Way to Go: Investigating Length Correlations in RLHF.
CoRR
Prasann Singhal, Tanya Goyal, Jiacheng Xu, Greg Durrett
2023 J jnl
BooookScore: A systematic exploration of book-length summarization in the era of LLMs.
CoRR
Yapei Chang, Kyle Lo, Tanya Goyal, Mohit Iyyer
2023 J jnl
Evaluating Large Language Models at Evaluating Instruction Following.
CoRR
Zhiyuan Zeng, Jiatong Yu, Tianyu Gao, Yu Meng, Tanya Goyal, Danqi Chen
2023 A conf
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization.
EACL
Ryo Kamoi, Tanya Goyal, Greg Durrett
2023 — conf
Topic Extraction from Biographical Interviews.
Digital Hermeneutics
Shahriyar Babaki, Shital Bagankar, Tanya Goyal, Fatemeh Shahriarizadeh, Kamellia Reshadi, Sina Mehraeen
2023 — conf
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors.
ACL (1)
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yavuz, Wojciech Kryscinski, Justin F. Rousseau, Greg Durrett
2023 A* conf
WiCE: Real-World Entailment for Claims in Wikipedia.
EMNLP
Ryo Kamoi, Tanya Goyal, Juan Diego Rodriguez, Greg Durrett
2023 J jnl
WiCE: Real-World Entailment for Claims in Wikipedia.
CoRR
Ryo Kamoi, Tanya Goyal, Juan Diego Rodriguez, Greg Durrett
2022 — conf
FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation.
EMNLP (Demos)
Tanya Goyal, Junyi Jessy Li, Greg Durrett
2022 A* conf
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models.
EMNLP
Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski
2022 J jnl
News Summarization and Evaluation in the Era of GPT-3.
CoRR
Tanya Goyal, Junyi Jessy Li, Greg Durrett
2022 A* conf
SNaC: Coherence Error Detection for Narrative Summarization.
EMNLP
Tanya Goyal, Junyi Jessy Li, Greg Durrett
2022 J jnl
SNaC: Coherence Error Detection for Narrative Summarization.
CoRR
Tanya Goyal, Junyi Jessy Li, Greg Durrett
2022 J jnl
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization.
CoRR
Ryo Kamoi, Tanya Goyal, Greg Durrett
2022 — conf
Training Dynamics for Text Summarization Models.
ACL (Findings)
Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett
2022 J jnl
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors.
CoRR
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yavuz, Wojciech Kryscinski, Justin F. Rousseau, Greg Durrett
2021 — conf
Annotating and Modeling Fine-grained Factuality in Summarization.
NAACL-HLT
Tanya Goyal, Greg Durrett
2021 J jnl
Annotating and Modeling Fine-grained Factuality in Summarization.
CoRR
Tanya Goyal, Greg Durrett
2021 J jnl
HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models.
CoRR
Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryscinski
2021 J jnl
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.
CoRR
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2021 J jnl
Training Dynamics for Text Summarization Models.
CoRR
Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett
2020 — conf
Evaluating Factuality in Generation with Dependency-level Entailment.
EMNLP (Findings)
Tanya Goyal, Greg Durrett
2020 J jnl
Evaluating Factuality in Generation with Dependency-level Entailment.
CoRR
Tanya Goyal, Greg Durrett
2020 A* conf
Neural Syntactic Preordering for Controlled Paraphrase Generation.
ACL
Tanya Goyal, Greg Durrett
2020 J jnl
Neural Syntactic Preordering for Controlled Paraphrase Generation.
CoRR
Tanya Goyal, Greg Durrett
2019 — conf
Embedding Time Expressions for Deep Temporal Ordering Models.
ACL (1)
Tanya Goyal, Greg Durrett
2019 J jnl
Embedding time expressions for deep temporal ordering models.
CoRR
Tanya Goyal, Greg Durrett
2018 — conf
Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email.
PEOPLES@NAACL-HTL
Niyati Chhaya, Kushal Chawla, Tanya Goyal, Projjal Chanda, Jaya Singh
2018 — conf
Harvesting Knowledge from Cultural Heritage Artifacts in Museums of India.
PAKDD (2)
Abhilasha Sancheti, Paridhi Maheshwari, Rajat Chaturvedi, Anish V. Monsy, Tanya Goyal, Balaji Vasan Srinivasan
2018 — conf
Predicting Email and Article Clickthroughs with Domain-adaptive Language Models.
WebSci
Kokil Jaidka, Tanya Goyal, Niyati Chhaya
2018 B conf
Your Behavior Signals Your Reliability: Modeling Crowd Behavioral Traces to Ensure Quality Relevance Annotations.
HCOMP
Tanya Goyal, Tyler McDonnell, Mücahid Kutlu, Tamer Elsayed, Matthew Lease
2017 A* conf
An Empirical Analysis of Edit Importance between Document Versions.
EMNLP
Tanya Goyal, Sachin Kelkar, Manas Agarwal, Jeenu Grover
2017 — conf
Preventing Inadvertent Information Disclosures via Automatic Security Policies.
PAKDD (1)
Tanya Goyal, Sanket Mehta, Balaji Vasan Srinivasan
2016 — conf
Environment Specific Content Rendering & Transformation.
IUI Companion
Balaji Vasan Srinivasan, Tanya Goyal, Varun Syal, Shubhankar Suman Singh, Vineet Sharma
2016 — conf
Smart filters for social retrieval.
CODS
Balaji Vasan Srinivasan, Tanya Goyal, Nikhil Mohan Nainani, Kartik Sreenivasan