Ansong Ni
14 papers · 2020–2024 · 6 venues · across top CS/AI venues
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abstractive summarization
(4)
dialogue summarization
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code generation
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semantic parsing
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question answering
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Papers
FOLIO: Natural Language Reasoning with First-Order Logic
EMNLP 2024
NExT: Teaching Large Language Models to Reason about Code Execution
ICML 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models
ACL 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS 2024
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
ICLR 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
ICML 2023
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
ACL 2022
Leveraging Locality in Abstractive Text Summarization
EMNLP 2022
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
ACL 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
EMNLP 2022
An Exploratory Study on Long Dialogue Summarization: What Works and Whatβs Next
EMNLP 2021
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization
EMNLP 2021
SummerTime: Text Summarization Toolkit for Non-experts
EMNLP 2021
Merging Weak and Active Supervision for Semantic Parsing
AAAI 2020