conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

Papers per year

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Papers (including subtopics)

Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025 SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks EMNLP 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 Sparsing Law: Towards Large Language Models with Greater Activation Sparsity ICML 2025 Spatial relation marking across languages: extraction, evaluation, analysis CoNLL 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation ACL 2025 Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025 SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent NAACL 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025 Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 2025 Speech-to-Speech Machine Translation for Dialectal Variations of Hindi AACL 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025 Splintering Nonconcatenative Languages for Better Tokenization ACL 2025 Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025 Spontaneous Giving and Calculated Greed in Language Models EMNLP 2025 Sports and Women’s Sports: Gender Bias in Text Generation with Olympic Data NAACL 2025 Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025