← Authors

Weijia Shi

42 papers · 2019–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (63) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (22) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (82) 🧬 Topic Evolution πŸ’Ž Century Club (42) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (131) πŸ”₯ Unstoppable (7) ❓ The Questioner

Conferences

ICLR (14) EMNLP (9) ACL (6) NIPS (4) IJCNLP (3) NAACL (2) AAAI (1) EACL (1) ICCV (1) ICML (1)

Top co-authors

Luke Zettlemoyer (22) Noah A. Smith (10) Wen-tau Yih (9) Muhao Chen (7) Mike Lewis (6) Sewon Min (6) Yulia Tsvetkov (5) Hannaneh Hajishirzi (5) Kai-Wei Chang (5) Pei Zhou (4)

Research topics

Applications (1)

Keywords

large language model (10) zero-shot learning (5) language model (4) retrieval-augmented generation (3) knowledge base (3) question answering (3) information retrieval (3) sentence classification (2) distant supervision (2) abstractive summarization (2) entity linking (2) contrastive learning (2) hallucination mitigation (2) text generation (2) orthogonal transformation (2) instruction tuning (2) language modeling (2) knowledge graph embedding (2) bias mitigation (2) word embedding (2)

Papers

OLMoE: Open Mixture-of-Experts Language Models ICLR 2025
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models ICLR 2025
Fantastic Copyrighted Beasts and How (Not) to Generate Them ICLR 2025
MUSE: Machine Unlearning Six-Way Evaluation for Language Models ICLR 2025
MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval ICLR 2025
s1: Simple test-time scaling EMNLP 2025
Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024
Evaluating Copyright Takedown Methods for Language Models NIPS 2024
Instruction-tuned Language Models are Better Knowledge Learners ACL 2024
Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models NIPS 2024
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL 2024
REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation ICLR 2024
In-Context Pretraining: Language Modeling Beyond Document Boundaries ICLR 2024
Detecting Pretraining Data from Large Language Models ICLR 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning ICLR 2024
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models ICLR 2024
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ICLR 2024
PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 ICCV 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023
Nonparametric Masked Language Modeling ACL 2023
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023
Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training NIPS 2023
Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023
Retrieval-Augmented Multimodal Language Modeling ICML 2023
Nearest Neighbor Zero-Shot Inference EMNLP 2022
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ACL 2021
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions IJCNLP 2021
Cross-lingual Entity Alignment with Incidental Supervision EACL 2021
Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020
Embedding Uncertain Knowledge Graphs AAAI 2019
Retrofitting Contextualized Word Embeddings with Paraphrases IJCNLP 2019
Examining Gender Bias in Languages with Grammatical Gender IJCNLP 2019
Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019
Learning Bilingual Word Embeddings Using Lexical Definitions ACL 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019