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Language Modeling

1624 directly classified papers

Papers per year

Papers

Causal language modeling can elicit search and reasoning capabilities on logic puzzles NIPS 2024
GPT or BERT: why not both? CONLL 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula ICML 2024
Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference NIPS 2024
Step-by-Step: Controlling Arbitrary Style in Text with Large Language Models COLING 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024
An Interactive Toolkit for Approachable NLP ACL 2024
Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024
Do Neural Language Models Inferentially Compose Concepts the Way Humans Can? COLING 2024
Cheetah: Natural Language Generation for 517 African Languages ACL 2024
Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision ACL 2024
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024
The Effect of Generalisation on the Inadequacy of the Mode EACL 2024
A surprisal oracle for when every layer counts CONLL 2024
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models EMNLP 2024
Targeted Syntactic Evaluation on the Chomsky Hierarchy COLING 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024
GroundHog: Dialogue Generation using Multi-Grained Linguistic Input EACL 2024
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results COLING 2024
Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024