conftrace_

language modeling

723 papers

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Also known as

LM

Co-occurring keywords · papers mentioning both

language model (141) text generation (78) recurrent neural network (60) large language model (49) neural network (39) machine translation (37) transformer architecture (34) representation learning (34) attention mechanism (34) sequence modeling (27)

Papers

Sparse maximal update parameterization: A holistic approach to sparse training dynamics NeurIPS 2024 Speculative Contrastive Decoding ACL 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 StableMask: Refining Causal Masking in Decoder-only Transformer ICML 2024 Stay on Topic with Classifier-Free Guidance ICML 2024 Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024 SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NeurIPS 2024 Test-Time Training on Nearest Neighbors for Large Language Models ICLR 2024 That’s Optional: A Contemporary Exploration of “that” Omission in English Subordinate Clauses ACL 2024 The Expressive Capacity of State Space Models: A Formal Language Perspective NeurIPS 2024 The Role of n-gram Smoothing in the Age of Neural Networks NAACL 2024 Tokenization via Language Modeling: the Role of Preceding Text COLING 2024 Toward Efficient Inference for Mixture of Experts NeurIPS 2024 Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue COLING 2024 Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning CoNLL 2024 Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality ICML 2024 Transformer-VQ: Linear-Time Transformers via Vector Quantization ICLR 2024 UDParse @ SIGTYP 2024 Shared Task : Modern Language Models for Historical Languages EACL 2024 Understanding Transformers via N-Gram Statistics NeurIPS 2024 What Do Language Models Learn in Context? The Structured Task Hypothesis. ACL 2024 When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024 Why do LLaVA Vision-Language Models Reply to Images in English? EMNLP 2024 Wikimedia data for AI: a review of Wikimedia datasets for NLP tasks and AI-assisted editing EMNLP 2024 Word-level prediction in Plains Cree: First steps NAACL 2024 XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024