Lifeng Jin
37 papers · 2015–2025 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (78) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(19)
π§¬
Topic Evolution
π
Keyword Champion
(9)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(7)
ποΈ
Keyword Collector
(156)
Venues
Top co-authors
Research topics
Machine Learning
(23)
Natural Language Processing
(21)
Learning Types Β· Machine Learning
(18)
Artificial Intelligence
(16)
Core AI
(12)
Applications
(10)
Generation
(10)
Deep Learning
(8)
Interdisciplinary
(7)
Linguistics
(7)
Core Methods
(6)
Learning Types Β· Deep Learning
(5)
Optimization & Theory
(5)
Understanding
(5)
Resources & Methods
(4)
Keywords
grammar induction
(9)
unsupervised learning
(6)
large language model
(4)
probabilistic context-free grammar
(4)
constituency parsing
(3)
pcfg induction
(3)
multimodal learning
(2)
dialogue system
(2)
text classification
(2)
language model
(2)
hallucination mitigation
(2)
dialogue understanding
(2)
working memory
(2)
response generation
(2)
dependency parsing
(2)
child-directed speech
(2)
direct preference optimization
(1)
preference learning
(1)
transfer learning
(1)
mathematical reasoning
(1)
Papers
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models
COLING 2025
MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs
ACL 2025
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation
COLING 2024
Improving LLM Generations via Fine-Grained Self-Endorsement
ACL 2024
Inconsistent dialogue responses and how to recover from them
EACL 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
ACL 2024
Self-Consistency Boosts Calibration for Math Reasoning
EMNLP 2024
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
NeurIPS 2024
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training
ACL 2023
Friend-training: Learning from Models of Different but Related Tasks
EACL 2023
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method
EACL 2023
SafeConv: Explaining and Correcting Conversational Unsafe Behavior
ACL 2023
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup
EMNLP 2022
Dynamic Augmentation Data Selection for Few-shot Text Classification
EMNLP 2022
Hierarchical Context Tagging for Utterance Rewriting
AAAI 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos
EMNLP 2022
Salience Allocation as Guidance for Abstractive Summarization
EMNLP 2022
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages
EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories
EMNLP 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding
ACL 2021
Instance-adaptive training with noise-robust losses against noisy labels
EMNLP 2021
Video-aided Unsupervised Grammar Induction
NAACL 2021
Grounded PCFG Induction with Images
AACL 2020
Memory-bounded Neural Incremental Parsing for Psycholinguistic Prediction
ACL 2020
Relation Extraction Exploiting Full Dependency Forests
AAAI 2020
The Importance of Category Labels in Grammar Induction with Child-directed Utterances
ACL 2020
Unsupervised Learning of PCFGs with Normalizing Flow
ACL 2019
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction
ACL 2019
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
EMNLP 2018
Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System
NAACL 2018
Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input
COLING 2016
OCLSP at SemEval-2016 Task 9: Multilayered LSTM as a Neural Semantic Dependency Parser
SemEval 2016
OSU_CHGCG at SemEval-2016 Task 9 : Chinese Semantic Dependency Parsing with Generalized Categorial Grammar
SemEval 2016
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts
NAACL 2015
AZMAT: Sentence Similarity Using Associative Matrices
SemEval 2015
The Overall Markedness of Discourse Relations
EMNLP 2015