← Authors

Shuohang Wang

56 papers · 2016–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (96) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (9) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (25) πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (223) ⚑ Prolific Year (10) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (56) πŸš€ Conference Pioneer

Conferences

EMNLP (20) ACL (12) CVPR (4) ICLR (4) NIPS (4) AAAI (3) IJCNLP (3) NAACL (3) IJCAI (2) EACL (1)

Top co-authors

Chenguang Zhu (25) Yichong Xu (18) Jingjing Liu (16) Zhe Gan (14) Michael Zeng (14) Yang Liu (14) Yuwei Fang (13) Yu Cheng (11) Siqi Sun (10) Ruochen Xu (10)

Keywords

question answering (12) zero-shot learning (7) large language model (7) model compression (6) language model (6) few-shot learning (4) in-context learning (4) text summarization (4) commonsense reasoning (4) machine translation (4) masked language modeling (4) knowledge distillation (4) natural language processing (3) transfer learning (3) lottery ticket hypothesis (3) natural language generation (3) vision-language model (3) transformer architecture (3) network pruning (3) contrastive learning (3)

Papers

Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025
Small Models are Valuable Plug-ins for Large Language Models ACL 2024
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024
Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023
Prompting GPT-3 To Be Reliable ICLR 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023
Sparse Modular Activation for Efficient Sequence Modeling NIPS 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention IJCAI 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021
The Elastic Lottery Ticket Hypothesis NIPS 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021
On Orthogonality Constraints for Transformers ACL 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering ACL 2021
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021
Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets IJCNLP 2021
On Orthogonality Constraints for Transformers IJCNLP 2021
Cluster-Former: Clustering-based Sparse Transformer for Question Answering IJCNLP 2021
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching AAAI 2020
Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack EMNLP 2020
Cross-Thought for Sentence Encoder Pre-training EMNLP 2020
Compositional De-Attention Networks NIPS 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019
Knowledge Base Question Answering with Topic Units IJCAI 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives ACL 2019
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019
A Co-Matching Model for Multi-choice Reading Comprehension ACL 2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering ICLR 2018
Learning Natural Language Inference with LSTM NAACL 2016