conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting AAAI 2025
DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming NAACL 2025
PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025
UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025
Following Length Constraints in Instructions EMNLP 2025
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
skLEP: A Slovak General Language Understanding Benchmark ACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025
Linear Relational Decoding of Morphology in Language Models NAACL 2025
Evaluating Multimodal Generative AI with Korean Educational Standards NAACL 2025
Enhancing Language Model Hypernetworks with Restart: A Study on Optimization NAACL 2025
Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025
Language Modeling with Editable External Knowledge NAACL 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025
Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025