Def2Vec: Extensible Word Embeddings from Dictionary Definitions Dec 16, 2023 Chunking named-entity-recognition
Code Code Available Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach Dec 15, 2023 Prediction Retrieval
Code Code Available Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Dec 15, 2023 Benchmarking Code Summarization
Code Code Available FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Dec 14, 2023 Computational Efficiency Federated Learning
Code Code Available TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Dec 14, 2023 Language Modeling Language Modelling
Code Code Available Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Dec 11, 2023 Action Recognition Anatomy
Code Code Available Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis Dec 11, 2023 Contrastive Learning Semantic Similarity
Code Code Available Sim-GPT: Text Similarity via GPT Annotated Data Dec 9, 2023 Semantic Textual Similarity Sentence
Code Code Available Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Self-Critical Alternate Learning based Semantic Broadcast Communication Dec 3, 2023 Reinforcement Learning (RL) Semantic Communication
— Unverified Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings Nov 29, 2023 Cross-Lingual Transfer Language Modeling
Code Code Available Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Nov 29, 2023 Deep Reinforcement Learning Long Form Question Answering
Code Code Available A Distribution-Based Threshold for Determining Sentence Similarity Nov 28, 2023 Semantic Textual Similarity Sentence
— Unverified Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Nov 24, 2023 Graph Learning Graph Neural Network
— Unverified AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available IEKM: A Model Incorporating External Keyword Matrices Nov 21, 2023 model Semantic Similarity
— Unverified Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? Nov 21, 2023 Question Answering Semantic Similarity
— Unverified Portuguese FAQ for Financial Services Nov 19, 2023 Data Augmentation Semantic Similarity
— Unverified One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning Nov 18, 2023 All Continual Learning
Code Code Available Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation Nov 18, 2023 Image to text Semantic Similarity
— Unverified Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction Nov 14, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Nov 9, 2023 Language Modeling Language Modelling
Code Code Available Active Mining Sample Pair Semantics for Image-text Matching Nov 9, 2023 Active Learning Image-text matching
— Unverified Text Representation Distillation via Information Bottleneck Principle Nov 9, 2023 Knowledge Distillation Retrieval
Code Code Available Large-scale study of human memory for meaningful narratives Nov 8, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Nov 7, 2023 Contrastive Learning Semantic Similarity
Code Code Available Sparse Contrastive Learning of Sentence Embeddings Nov 7, 2023 Contrastive Learning Semantic Textual Similarity
— Unverified Unveiling Safety Vulnerabilities of Large Language Models Nov 7, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified An Efficient Self-Supervised Cross-View Training For Sentence Embedding Nov 6, 2023 Contrastive Learning Language Modeling
Code Code Available Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval Nov 5, 2023 Information Retrieval Multi-hop Question Answering
— Unverified Relation Extraction Model Based on Semantic Enhancement Mechanism Nov 5, 2023 Information Retrieval model
— Unverified Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks Nov 3, 2023 Classification Friction
— Unverified ProcSim: Proxy-based Confidence for Robust Similarity Learning Nov 1, 2023 Metric Learning Semantic Similarity
— Unverified TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Nov 1, 2023 Contrastive Learning Image-to-Image Translation
Code Code Available SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction Oct 31, 2023 Prediction Semantic Similarity
Code Code Available Few-shot Hybrid Domain Adaptation of Image Generators Oct 30, 2023 Domain Adaptation Semantic Similarity
Code Code Available Accelerating LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with LITE Oct 28, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Translating away Translationese without Parallel Data Oct 28, 2023 Binary Classification Language Modelling
— Unverified The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining Oct 25, 2023 Language Modeling Language Modelling
Code Code Available Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization Oct 25, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Topology-aware Debiased Self-supervised Graph Learning for Recommendation Oct 24, 2023 Collaborative Filtering Contrastive Learning
Code Code Available Meaning Representations from Trajectories in Autoregressive Models Oct 23, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Chain-of-Factors Paper-Reviewer Matching Oct 23, 2023 Information Retrieval Language Modelling
Code Code Available PaRaDe: Passage Ranking using Demonstrations with Large Language Models Oct 22, 2023 Passage Ranking Passage Re-Ranking
— Unverified Prompt-based Grouping Transformer for Nucleus Detection and Classification Oct 22, 2023 Classification Semantic Similarity
Code Code Available Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Oct 20, 2023 Image Captioning Language Acquisition
Code Code Available Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing Oct 18, 2023 Decoder Natural Language Inference
Code Code Available Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling Oct 18, 2023 Information Retrieval Segmentation
Code Code Available Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation Oct 17, 2023 Decoder In-Context Learning
— Unverified Noise Contrastive Estimation-based Matching Framework for Low-resource Security Attack Pattern Recognition Oct 16, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified 