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Large Language Models

6405 directly classified papers

Papers per year

Papers

Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022
Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
About Time: Do Transformers Learn Temporal Verbal Aspect? ACL 2022
Analyzing Gender Representation in Multilingual Models ACL 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents ICML 2022
Towards Coherent and Consistent Use of Entities in Narrative Generation ICML 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022
Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction AACL 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022
MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes IJCNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022