Jingfeng Yang
22 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Machine Learning
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large language model
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question answering
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data augmentation
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semantic parsing
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few-shot learning
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text generation
(2)
instruction following
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clinical decision-making
(2)
benchmark evaluation
(2)
zero-shot learning
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function calling
(2)
natural language processing
(2)
cross-lingual transfer
(1)
machine translation
(1)
multi-task learning
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semantic segmentation
(1)
curriculum learning
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adversarial training
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text classification
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transformer
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Papers
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
ICLR 2025
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning
EMNLP 2025
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
NAACL 2025
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
EMNLP 2025
LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios
NAACL 2025
Data Diversity Matters for Robust Instruction Tuning
EMNLP 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
ICML 2024
MEMORYLLM: Towards Self-Updatable Large Language Models
ICML 2024
Segment Anything without Supervision
NeurIPS 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
NeurIPS 2024
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
NeurIPS 2023
Multi-VALUE: A Framework for Cross-Dialectal English NLP
ACL 2023
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
NAACL 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing
NAACL 2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding
ACL 2022
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing
EMNLP 2021
WIKIBIAS: Detecting Multi-Span Subjective Biases in Language
EMNLP 2021
Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection
EMNLP 2020
Toward Fast and Accurate Neural Discourse Segmentation
EMNLP 2018
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
IJCNLP 2017