Papers
Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish Vernaculars
Andrés Lou, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al.
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models
Son The Nguyen, Niranjan Uma Naresh, Theja Tulabandhula
CVcoders on Semeval-2024 Task 4
Fatemezahra Bakhshande, Mahdieh Naderi
DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis
Zhihao Wang, Bo Zhang, Ru Yang et al.
DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews
Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-tello et al.
Data-Augmentation-Based Dialectal Adaptation for LLMs
Fahim Faisal, Antonios Anastasopoulos
David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs
Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov et al.
DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning
Suyash Vardhan Mathur, Akshett Jindal, Manish Shrivastava
Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations
Enze Shi, Lei Ding, Linglong Kong et al.
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
Bangzheng Li, Ben Zhou, Fei Wang et al.
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
Anna Langedijk, Hosein Mohebbi, Gabriele Sarti et al.
Decomposing Fusional Morphemes with Vector Embeddings
Michael Ginn, Alexis Palmer
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models
Peng Tang, Pengkai Zhu, Tian Li et al.
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning
Julia Belikova, Dmitrii Kosenko
DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models
Ivan Maksimov, Vasily Konovalov, Andrei Glinskii
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts
Anastasia Voznyuk, Vasily Konovalov
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
Shuai Zhao, Leilei Gan, Anh Tuan Luu et al.
Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR
Zelin Wu, Gan Song, Christopher Li et al.
Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation
Jie Ruan, Wenqing Wang, Xiaojun Wan
Deja Vu at SemEval 2024 Task 9: A Comparative Study of Advanced Language Models for Commonsense Reasoning
Trina Chakraborty, Marufur Rahman, Omar Riyad
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
Miao Peng, Ben Liu, Wenjie Xu et al.
DEMO: A Statistical Perspective for Efficient Image-Text Matching
Fan Zhang, Xian-Sheng Hua, Chong Chen et al.