Zhengbao Jiang
18 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(16)
Artificial Intelligence
(11)
Machine Learning
(11)
Applications
(10)
Core AI
(9)
Generation
(8)
Learning Types Β· Machine Learning
(7)
Deep Learning
(5)
Core Methods
(4)
Resources & Methods
(4)
Learning Types Β· Deep Learning
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Keywords
question answering
(4)
large language model
(3)
retrieval-augmented generation
(3)
language model
(3)
relation extraction
(2)
text generation
(2)
code generation
(2)
knowledge retrieval
(2)
open information extraction
(2)
data augmentation
(2)
text editing
(2)
factual knowledge
(2)
attention mechanism
(1)
in-context learning
(1)
natural language processing
(1)
few-shot learning
(1)
natural language inference
(1)
domain adaptation
(1)
knowledge probing
(1)
knowledge editing
(1)
Papers
Beyond Memorization: The Challenge of Random Memory Access in Language Models
ACL 2024
EditEval: An Instruction-Based Benchmark for Text Improvements
CoNLL 2024
GPTScore: Evaluate as You Desire
NAACL 2024
Instruction-tuned Language Models are Better Knowledge Learners
ACL 2024
Active Retrieval Augmented Generation
EMNLP 2023
DocPrompting: Generating Code by Retrieving the Docs
ICLR 2023
PEER: A Collaborative Language Model
ICLR 2023
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
NAACL 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
EMNLP 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing
EMNLP 2022
Table Retrieval May Not Necessitate Table-specific Model Design
NAACL 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering
COLING 2022
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
ACL 2021
GSum: A General Framework for Guided Neural Abstractive Summarization
NAACL 2021
Generalizing Natural Language Analysis through Span-relation Representations
ACL 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
ACL 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models
EMNLP 2020
Improving Open Information Extraction via Iterative Rank-Aware Learning
ACL 2019