← Authors

Lifeng Shang

79 papers · 2015–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (10) 🏠 Conference Loyalist (31) 🀝 Dynamic Duo (59) πŸ† Grand Slam πŸ‘₯ Mega-Team (27) πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (327) πŸ’Ž Century Club (76) πŸ”₯ Unstoppable (8) πŸ“ˆ Trend Setter ⚑ Prolific Year (8)

Conferences

ACL (31) EMNLP (15) ICLR (8) AAAI (7) IJCNLP (5) NAACL (3) NIPS (3) ICML (2) COLING (1) EACL (1) ICCV (1) IJCAI (1) INTERSPEECH (1)

Top co-authors

Xin Jiang (60) Qun Liu (58) Yasheng Wang (17) Lu Hou (14) Liangyou Li (13) Yichun Yin (13) Xiaoguang Li (12) Xingshan Zeng (11) Xiao Chen (11) Yufei Wang (10)

Keywords

large language model (15) knowledge distillation (11) model compression (10) question answering (7) language model (7) pre-trained language model (6) benchmark evaluation (5) transfer learning (5) text generation (4) pretrained language model (4) mathematical reasoning (4) multi-task learning (3) zero-shot learning (3) chain-of-thought reasoning (3) reinforcement learning (3) domain adaptation (3) knowledge transfer (3) model quantization (3) few-shot learning (3) neural network optimization (3)

Papers

Process Evaluation for Agentic Systems EACL 2026
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning AAAI 2026
EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing AAAI 2026
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025
Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025
ToolACE: Winning the Points of LLM Function Calling ICLR 2025
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization ICLR 2025
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References ICLR 2025
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression EMNLP 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ACL 2025
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis ICLR 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024
Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024
Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024
Retrieval-based Disentangled Representation Learning with Natural Language Supervision ICLR 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024
Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023
NewsDialogues: Towards Proactive News Grounded Conversation ACL 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training NIPS 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ACL 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
MINER: Multi-Interest Matching Network for News Recommendation ACL 2022
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022
Compression of Generative Pre-trained Language Models via Quantization ACL 2022
bert2BERT: Towards Reusable Pretrained Language Models ACL 2022
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022
Towards Efficient Post-training Quantization of Pre-trained Language Models NIPS 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022
Exploring extreme parameter compression for pre-trained language models ICLR 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021
GhostBERT: Generate More Features with Cheap Operations for BERT ACL 2021
Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation AAAI 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021
Improving Unsupervised Question Answering via Summarization-Informed Question Generation EMNLP 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021
BinaryBERT: Pushing the Limit of BERT Quantization ACL 2021
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss ICLR 2021
On Position Embeddings in BERT ICLR 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021
BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth NIPS 2020
Dialog State Tracking with Reinforced Data Augmentation AAAI 2020
TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020
TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020
Decomposable Neural Paraphrase Generation ACL 2019
Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018
Neural Generative Question Answering IJCAI 2016
Neural Responding Machine for Short-Text Conversation IJCNLP 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence ICCV 2015
Neural Responding Machine for Short-Text Conversation ACL 2015