Tanya Goyal
23 papers · 2017–2025 · 5 venues · across top CS/AI venues
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text summarization
(5)
abstractive summarization
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language model
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human evaluation
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summarization evaluation
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fine-grained annotation
(2)
large language model
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error localization
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claim verification
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text generation
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information retrieval
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llm evaluation
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error detection
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textual entailment
(2)
factuality detection
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attention mechanism
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prompt engineering
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Papers
Challenges in Trustworthy Human Evaluation of Chatbots
NAACL 2025
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
EMNLP 2025
Memorization vs. Reasoning: Updating LLMs with New Knowledge
ACL 2025
RefreshKV: Updating Small KV Cache During Long-form Generation
ACL 2025
The Progress Illusion: Revisiting meta-evaluation standards of LLM evaluators
EMNLP 2025
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
ICLR 2024
Evaluating Large Language Models at Evaluating Instruction Following
ICLR 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search
EMNLP 2024
One Thousand and One Pairs: A βnovelβ challenge for long-context language models
EMNLP 2024
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization
EACL 2023
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
ACL 2023
WiCE: Real-World Entailment for Claims in Wikipedia
EMNLP 2023
FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation
EMNLP 2022
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models
EMNLP 2022
SNaC: Coherence Error Detection for Narrative Summarization
EMNLP 2022
Training Dynamics for Text Summarization Models
ACL 2022
Annotating and Modeling Fine-grained Factuality in Summarization
NAACL 2021
Contemporary NLP Modeling in Six Comprehensive Programming Assignments
NAACL 2021
Evaluating Factuality in Generation with Dependency-level Entailment
EMNLP 2020
Neural Syntactic Preordering for Controlled Paraphrase Generation
ACL 2020
Embedding Time Expressions for Deep Temporal Ordering Models
ACL 2019
Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email
NAACL 2018
An Empirical Analysis of Edit Importance between Document Versions
EMNLP 2017