← Authors

Mike Lewis

73 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸ—ΊοΈ Taxonomy Completionist (11) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (38) πŸ‘₯ Mega-Team (21) πŸ‘‘ Triple Crown 🌱 Topic Pioneer 🧬 Topic Evolution πŸ’Ž Century Club (73) ❓ The Questioner (2) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (244)

Conferences

EMNLP (20) ACL (17) ICLR (13) NAACL (10) NIPS (6) ICML (4) IJCNLP (3)

Top co-authors

Luke Zettlemoyer (38) Wen-tau Yih (12) Sewon Min (8) Armen Aghajanyan (7) Weijia Shi (6) Angela Fan (6) Sonal Gupta (5) Hannaneh Hajishirzi (5) Luheng He (5) Chunting Zhou (5)

Keywords

language model (10) large language model (7) semantic parsing (6) language modeling (5) few-shot learning (5) in-context learning (5) dialogue system (4) neural network (4) text generation (4) question answering (4) model compression (4) zero-shot learning (4) retrieval-augmented generation (3) efficient computing (3) slot filling (3) task-oriented dialog (3) coreference resolution (2) intent classification (2) domain adaptation (2) transfer learning (2)

Papers

Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025
Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025
BTS: Harmonizing Specialized Experts into a Generalist LLM EMNLP 2025
Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025
Effective Long-Context Scaling of Foundation Models NAACL 2024
In-Context Pretraining: Language Modeling Beyond Document Boundaries ICLR 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning ICLR 2024
Efficient Streaming Language Models with Attention Sinks ICLR 2024
Self-Alignment with Instruction Backtranslation ICLR 2024
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL 2024
REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024
Progressive Prompts: Continual Learning for Language Models ICLR 2023
LIMA: Less Is More for Alignment NIPS 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies EMNLP 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023
InCoder: A Generative Model for Code Infilling and Synthesis ICLR 2023
Contrastive Decoding: Open-ended Text Generation as Optimization ACL 2023
Nonparametric Masked Language Modeling ACL 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023
Retrieval-Augmented Multimodal Language Modeling ICML 2023
In-context Examples Selection for Machine Translation ACL 2023
Coder Reviewer Reranking for Code Generation ICML 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NIPS 2023
Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022
HTLM: Hyper-Text Pre-Training and Prompting of Language Models ICLR 2022
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation ICLR 2022
8-bit Optimizers via Block-wise Quantization ICLR 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Tricks for Training Sparse Translation Models NAACL 2022
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NIPS 2022
Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL 2022
MetaICL: Learning to Learn In Context NAACL 2022
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models NAACL 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? EMNLP 2022
Joint Verification and Reranking for Open Fact Checking Over Tables IJCNLP 2021
Shortformer: Better Language Modeling using Shorter Inputs ACL 2021
Nearest Neighbor Machine Translation ICLR 2021
Multitasking Inhibits Semantic Drift NAACL 2021
Joint Verification and Reranking for Open Fact Checking Over Tables ACL 2021
BASE Layers: Simplifying Training of Large, Sparse Models ICML 2021
Shortformer: Better Language Modeling using Shorter Inputs IJCNLP 2021
Grounded Adaptation for Zero-shot Executable Semantic Parsing EMNLP 2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Pre-training via Paraphrasing NIPS 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ACL 2020
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension ACL 2020
Conversational Semantic Parsing EMNLP 2020
Generalization through Memorization: Nearest Neighbor Language Models ICLR 2020
Hierarchical Decision Making by Generating and Following Natural Language Instructions NIPS 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog EMNLP 2019
Generative Question Answering: Learning to Answer the Whole Question ICLR 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog IJCNLP 2019
Proceedings of the First Workshop on NLP for Conversational AI ACL 2019
Strategies for Structuring Story Generation ACL 2019
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog NAACL 2019
Hierarchical Neural Story Generation ACL 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations EMNLP 2018
Neural Compositional Denotational Semantics for Question Answering EMNLP 2018
A Dataset for Telling the Stories of Social Media Videos EMNLP 2018
Hierarchical Text Generation and Planning for Strategic Dialogue ICML 2018
Deep Semantic Role Labeling: What Works and What’s Next ACL 2017
Deal or No Deal? End-to-End Learning of Negotiation Dialogues EMNLP 2017
End-to-end Neural Coreference Resolution EMNLP 2017
A Corpus of Natural Language for Visual Reasoning ACL 2017
Human-in-the-Loop Parsing EMNLP 2016
Global Neural CCG Parsing with Optimality Guarantees EMNLP 2016
LSTM CCG Parsing NAACL 2016
Joint A* CCG Parsing and Semantic Role Labelling EMNLP 2015
Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language EMNLP 2015
A* CCG Parsing with a Supertag-factored Model EMNLP 2014
Unsupervised Induction of Cross-Lingual Semantic Relations EMNLP 2013