Tianxiang Sun
25 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Conference Polyglot (8) π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π€
Dynamic Duo
(25)
ποΈ
Keyword Collector
(113)
β
The Questioner
(2)
β‘
Prolific Year
(9)
π
Century Club
(25)
π₯
Unstoppable
(6)
Conferences
ACL (8)
EMNLP (5)
NAACL (4)
AAAI (2)
COLING (2)
ICML (2)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(8)
few-shot learning
(5)
prompt tuning
(4)
sequence labeling
(3)
text generation
(3)
bert inference
(2)
model acceleration
(2)
early exiting
(2)
contrastive learning
(2)
pre-trained model
(2)
pre-trained language model
(2)
computational efficiency
(2)
inference cost
(2)
semantic textual similarity
(2)
efficient computing
(2)
language understanding
(2)
model compression
(2)
early exit
(2)
information retrieval
(2)
parameter-efficient tuning
(2)
Papers
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
ICLR 2025
Turn Waste into Worth: Rectifying Top-k Router of MoE
EMNLP 2024
Unified Active Retrieval for Retrieval Augmented Generation
EMNLP 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
AAAI 2024
Flames: Benchmarking Value Alignment of LLMs in Chinese
NAACL 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
COLING 2024
Can AI Assistants Know What They Donβt Know?
ICML 2024
LLatrieval: LLM-Verified Retrieval for Verifiable Generation
NAACL 2024
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
ACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
ACL 2024
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models
ACL 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning
ACL 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
ACL 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback
ACL 2023
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
EMNLP 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation
ACL 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models
EMNLP 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts
EMNLP 2022
Black-Box Tuning for Language-Model-as-a-Service
ICML 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline
NAACL 2022
Accelerating BERT Inference for Sequence Labeling via Early-Exit
IJCNLP 2021
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa
NAACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit
ACL 2021
CoLAKE: Contextualized Language and Knowledge Embedding
COLING 2020
Learning Sparse Sharing Architectures for Multiple Tasks
AAAI 2020