Lifeng Jin
38 papers · 2015–2025 · 11 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (11)
πΊοΈ
Taxonomy Completionist
(82)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(19)
ποΈ
Keyword Collector
(151)
β
The Questioner
β‘
Prolific Year
(7)
π
Conference Pioneer
π
Century Club
(38)
π₯
Unstoppable
(8)
Conferences
ACL (10)
EMNLP (10)
COLING (3)
EACL (3)
NAACL (3)
SEMEVAL (3)
AAAI (2)
AACL (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
grammar induction
(9)
unsupervised learning
(6)
probabilistic context-free grammar
(4)
large language model
(4)
dialogue understanding
(3)
language model
(3)
pcfg induction
(3)
constituency parsing
(3)
working memory
(2)
domain-adaptive pretraining
(2)
text classification
(2)
hallucination mitigation
(2)
child-directed speech
(2)
response generation
(2)
dependency parsing
(2)
dialogue system
(2)
factual accuracy
(1)
direct preference optimization
(1)
transfer learning
(1)
mathematical reasoning
(1)
Papers
MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs
ACL 2025
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models
COLING 2025
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
NIPS 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
ACL 2024
Improving LLM Generations via Fine-Grained Self-Endorsement
ACL 2024
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation
COLING 2024
Inconsistent dialogue responses and how to recover from them
EACL 2024
Self-Consistency Boosts Calibration for Math Reasoning
EMNLP 2024
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024
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
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
Hierarchical Context Tagging for Utterance Rewriting
AAAI 2022
Dynamic Augmentation Data Selection for Few-shot Text Classification
EMNLP 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos
EMNLP 2022
Salience Allocation as Guidance for Abstractive Summarization
EMNLP 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup
EMNLP 2022
Domain-Adaptive Pretraining Methods for Dialogue Understanding
ACL 2021
Video-aided Unsupervised Grammar Induction
NAACL 2021
Instance-adaptive training with noise-robust losses against noisy labels
EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories
EMNLP 2021
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages
EMNLP 2021
Domain-Adaptive Pretraining Methods for Dialogue Understanding
IJCNLP 2021
The Importance of Category Labels in Grammar Induction with Child-directed Utterances
ACL 2020
Relation Extraction Exploiting Full Dependency Forests
AAAI 2020
Grounded PCFG Induction with Images
AACL 2020
Memory-bounded Neural Incremental Parsing for Psycholinguistic Prediction
ACL 2020
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction
ACL 2019
Unsupervised Learning of PCFGs with Normalizing Flow
ACL 2019
Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System
NAACL 2018
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
EMNLP 2018
OSU_CHGCG at SemEval-2016 Task 9 : Chinese Semantic Dependency Parsing with Generalized Categorial Grammar
SEMEVAL 2016
OCLSP at SemEval-2016 Task 9: Multilayered LSTM as a Neural Semantic Dependency Parser
SEMEVAL 2016
Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input
COLING 2016
The Overall Markedness of Discourse Relations
EMNLP 2015
AZMAT: Sentence Similarity Using Associative Matrices
SEMEVAL 2015
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts
NAACL 2015