Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models Oct 9, 2023 Language Modelling Question Answering
Code Code Available Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models Oct 9, 2023 Question Answering Video Question Answering
Code Code Available MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering Oct 8, 2023 Data Augmentation Question Answering
Code Code Available BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Oct 8, 2023 Distractor Generation Language Modelling
Code Code Available An Investigation of LLMs' Inefficacy in Understanding Converse Relations Oct 8, 2023 Knowledge Graph Completion Question Answering
Code Code Available RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Oct 6, 2023 Language Modeling Language Modelling
Code Code Available MapperGPT: Large Language Models for Linking and Mapping Entities Oct 5, 2023 Anatomy Data Integration
Code Code Available BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization Oct 5, 2023 All Language Modeling
Code Code Available LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Oct 5, 2023 Common Sense Reasoning Multiple-choice
Code Code Available A Long Way to Go: Investigating Length Correlations in RLHF Oct 5, 2023 Question Answering
Code Code Available Integrating UMLS Knowledge into Large Language Models for Medical Question Answering Oct 4, 2023 Medical Question Answering Question Answering
Code Code Available Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference Oct 4, 2023 Math Question Answering
Code Code Available Multimodal Question Answering for Unified Information Extraction Oct 4, 2023 Diversity Question Answering
Code Code Available Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations Oct 2, 2023 In-Context Learning Instruction Following
Code Code Available Making Retrieval-Augmented Language Models Robust to Irrelevant Context Oct 2, 2023 Language Modelling Natural Language Inference
Code Code Available A Framework for Inference Inspired by Human Memory Mechanisms Oct 1, 2023 image-classification Image Classification
Code Code Available Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Sep 29, 2023 Form Navigate
Code Code Available VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models Sep 28, 2023 Backdoor Attack cross-modal alignment
Code Code Available Toloka Visual Question Answering Benchmark Sep 28, 2023 Question Answering Visual Question Answering
Code Code Available At Which Training Stage Does Code Data Help LLMs Reasoning? Sep 28, 2023 Question Answering
Code Code Available Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Sep 28, 2023 Graph Question Answering Knowledge Graphs
Code Code Available Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts Sep 27, 2023 Few-shot Video Question Answering Prompt Learning
Code Code Available Physics of Language Models: Part 3.1, Knowledge Storage and Extraction Sep 25, 2023 Question Answering Sentence
Code Code Available BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models Sep 23, 2023 Code Completion Hallucination
Code Code Available Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering Sep 20, 2023 Graph Question Answering Language Modeling
Code Code Available SCREWS: A Modular Framework for Reasoning with Revisions Sep 20, 2023 Multi-hop Question Answering Question Answering
Code Code Available Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Sep 19, 2023 Instruction Following Language Modeling
Code Code Available Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs Sep 18, 2023 Dataset Generation Question Answering
Code Code Available Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings Sep 15, 2023 Question Answering
Code Code Available Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024) Sep 5, 2023 Question Answering Retrieval
Code Code Available Can I Trust Your Answer? Visually Grounded Video Question Answering Sep 4, 2023 Grounded Video Question Answering Question Answering
Code Code Available CRUISE-Screening: Living Literature Reviews Toolbox Sep 4, 2023 Question Answering text-classification
Code Code Available MedChatZH: a Better Medical Adviser Learns from Better Instructions Sep 3, 2023 Question Answering
Code Code Available Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Aug 28, 2023 Knowledge Base Question Answering Question Answering
Code Code Available UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Aug 28, 2023 Question Answering Retrieval
Code Code Available Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP Aug 27, 2023 Question Answering Text Generation
Code Code Available Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Aug 25, 2023 In-Context Learning Question Answering
Code Code Available CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Aug 24, 2023 Diversity Language Modeling
Code Code Available FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering Aug 23, 2023 Knowledge Base Question Answering Question Answering
Code Code Available InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 Aug 23, 2023 Instruction Following Question Answering
Code Code Available Simple Baselines for Interactive Video Retrieval with Questions and Answers Aug 21, 2023 Question Answering Retrieval
Code Code Available RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Aug 21, 2023 Information Retrieval Question Answering
Code Code Available LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models Aug 20, 2023 Multiple-choice Question Answering
Code Code Available ViT-Lens: Initiating Omni-Modal Exploration through 3D Insights Aug 20, 2023 3D Classification Question Answering
Code Code Available GameEval: Evaluating LLMs on Conversational Games Aug 19, 2023 Question Answering
Code Code Available Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models Aug 18, 2023 Multiple-choice Question Answering
Code Code Available End-to-End Beam Retrieval for Multi-Hop Question Answering Aug 17, 2023 Language Modelling Large Language Model
Code Code Available Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks Aug 17, 2023 Question Answering Text Generation
Code Code Available 