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

Improving Parallel Sentence Mining for Low-Resource and Endangered Languages ACL 2025
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025
Drop Dropout on Single Epoch Language Model Pretraining ACL 2025
MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025
Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025
Towards the Law of Capacity Gap in Distilling Language Models ACL 2025
DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025
Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025
Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025
DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025
User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal EMNLP 2025
CIE: Controlling Language Model Text Generations Using Continuous Signals EMNLP 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning EMNLP 2025
Formalizing Style in Personal Narratives EMNLP 2025
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification EMNLP 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025
DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CONLL 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025