← Authors

Patrick Lewis

31 papers · 2018–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (66) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (7) 🌟 Keyword Trendsetter Combo (3) 🌱 Topic Pioneer 🀝 Dynamic Duo (19) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (5) πŸ’Ž Century Club (31) ❓ The Questioner (3) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (147) πŸ“ˆ Trend Setter

Conferences

EMNLP (12) ACL (5) NAACL (4) NIPS (3) EACL (2) ICLR (2) CONLL (1) IJCNLP (1) JMLR (1)

Top co-authors

Sebastian Riedel (19) Fabio Petroni (10) Barlas Oguz (6) Gautier Izacard (5) Timo Schick (5) Tim RocktΓ€schel (5) Wen-tau Yih (5) Scott Yih (4) Jane Dwivedi-Yu (4) Edouard Grave (4)

Keywords

question answering (7) large language model (6) dense retrieval (5) information retrieval (4) language model (3) cross-lingual transfer (3) model compression (3) open-domain question answering (3) knowledge-intensive task (2) unsupervised learning (2) retrieval-augmented generation (2) fact checking (2) domain adaptation (2) relational knowledge (2) transfer learning (2) knowledge base (2) few-shot learning (2) text editing (2) passage retrieval (2) instruction tuning (2)

Papers

FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025
EditEval: An Instruction-Based Benchmark for Text Improvements EMNLP 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models ACL 2024
EditEval: An Instruction-Based Benchmark for Text Improvements CONLL 2024
SnapKV: LLM Knows What You are Looking for Before Generation NIPS 2024
MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023
ERATE: Efficient Retrieval Augmented Text Embeddings EACL 2023
PEER: A Collaborative Language Model ICLR 2023
Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023
Task-aware Retrieval with Instructions ACL 2023
Boosted Dense Retriever NAACL 2022
Challenges in Generalization in Open Domain Question Answering NAACL 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers NIPS 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
KILT: a Benchmark for Knowledge Intensive Language Tasks NAACL 2021
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval ICLR 2021
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets EACL 2021
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering ACL 2020
Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020
Unsupervised Question Decomposition for Question Answering EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Language Models as Knowledge Bases? IJCNLP 2019
Language Models as Knowledge Bases? EMNLP 2019
Unsupervised Question Answering by Cloze Translation ACL 2019
Interpretation of Natural Language Rules in Conversational Machine Reading EMNLP 2018