emnlp2025

[EMNLP 2025]Repository for paper "DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning"

Official Triton kernels for TopK and HierarchicalTopK Sparse Autoencoder decoders.

Embedding language models in probability space via log-likelihood vectors

Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025

[EMNLP 2025 Main] Official Repo for Paper: "Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations"

[EMNLP'25] FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation

Evaluating Large Language Models for Detecting Antisemitism

ReviewEval: An Evaluation Framework for AI-Generated Reviews

official code repo of EMNLP 2025 paper FigEx: Aligned Extraction of Scientific Figures and Captions

[EMNLP 2025] AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering

Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing [EMNLP 2025 Main Conference]

Beyond One World — A benchmark for testing how well LLMs role-play version-specific characters (e.g., superheroes across universes). Covers 30 heroes and 90 canon variants through two tasks: Canon Events (factual recall) and Moral Dilemmas (ethical reasoning). Introduces the Think-Act Matching metrices.

Official implementation of "Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing" (EMNLP 2025 Findings).

Time to Revisit Exact Match (Findings of EMNLP 2025)

Code & reproducibility for the EMNLP paper “Profiling LLMs’ Copyright Infringement Risks under Adversarial Persuasive Prompting”: prompts, seeds queries, and figure scripts.

[EMNLP 2025] Code for the paper: "Do LLMs Encode Frame Semantics? Evidence from Frame Identification"

The official implementation repository for our EMNLP 2025 paper, R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models.

The official repo for the EMNLP 2025 paper "NormXLogit: The Head-on-Top Never Lies"

论文自动解析归档库（repo-modernization 托管）

This repository contains the code and detailed analysis regarding system paper in MAHED 2025 subtask1(hate and hope speech classification) in Arabic NLP colocated with EMNLP.