Jiazhan Feng
15 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
(14)
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Prolific Year Β· Productive
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The Questioner
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Century Club Β· Bronze
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(76)
Top co-authors
Research topics
Natural Language Processing
(12)
Machine Learning
(11)
Generation
(9)
Artificial Intelligence
(8)
Deep Learning
(7)
Core AI
(7)
Applications
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(5)
Core Methods
(4)
Optimization & Theory
(3)
Resources & Methods
(3)
Learning Types Β· Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Keywords
response selection
(6)
language model
(4)
knowledge distillation
(4)
dialogue system
(4)
information retrieval
(3)
multi-turn dialogue
(3)
retrieval-based dialogue
(3)
retrieval-augmented generation
(3)
knowledge-grounded dialogue
(2)
knowledge-grounded conversation
(2)
inference acceleration
(2)
student model
(2)
model compression
(2)
computational efficiency
(1)
instruction following
(1)
data augmentation
(1)
passage retrieval
(1)
transfer learning
(1)
text generation
(1)
query expansion
(1)
Papers
Language Models can be Deductive Solvers
NAACL 2024
Synergistic Interplay between Search and Large Language Models for Information Retrieval
ACL 2024
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions
ICLR 2024
Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination
ACL 2023
CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection
ACL 2023
FAA: Fine-grained Attention Alignment for Cascade Document Ranking
ACL 2023
Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning
EMNLP 2023
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
ACL 2023
How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection
EMNLP 2022
Multi-Granularity Structural Knowledge Distillation for Language Model Compression
ACL 2022
Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations
COLING 2022
Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook
EMNLP 2022
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations
ACL 2021
A Survey on Response Selection for Retrieval-based Dialogues
IJCAI 2021
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems
ACL 2019