ControlLM: Crafting Diverse Personalities for Language Models Feb 15, 2024 Question Answering
Code Code Available 5 How to Configure Good In-Context Sequence for Visual Question Answering Dec 4, 2023 In-Context Learning Question Answering
Code Code Available 5 Classification-Regression for Chart Comprehension Nov 29, 2021 Chart Question Answering Classification
Code Code Available 5 How to Get Your LLM to Generate Challenging Problems for Evaluation Feb 20, 2025 Code Completion Math
Code Code Available 5 ClarQ: A large-scale and diverse dataset for Clarification Question Generation Jun 10, 2020 Question Answering Question Generation
Code Code Available 5 KETM:A Knowledge-Enhanced Text Matching method Aug 11, 2023 Common Sense Reasoning Question Answering
Code Code Available 5 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available 5 Autoregressive Entity Retrieval Oct 2, 2020 Entity Disambiguation Entity Linking
Code Code Available 5 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Sep 10, 2021 Image Captioning Question Answering
Code Code Available 5 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Dec 20, 2016 Diagnostic Question Answering
Code Code Available 5 A Comparative Study of Pretrained Language Models for Long Clinical Text Jan 27, 2023 Clinical Knowledge Document Classification
Code Code Available 5 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Jul 15, 2023 Language Modeling Language Modelling
Code Code Available 5 Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Jan 27, 2022 Clinical Knowledge Document Classification
Code Code Available 5 How to Train BERT with an Academic Budget Apr 15, 2021 Language Modeling Language Modelling
Code Code Available 5 AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web May 22, 2023 Claim Verification Fact Checking
Code Code Available 5 CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring Oct 13, 2020 Question Answering Relation
Code Code Available 5 KLEJ: Comprehensive Benchmark for Polish Language Understanding May 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 5 Knowing More About Questions Can Help: Improving Calibration in Question Answering Jun 2, 2021 Answer Generation Data Augmentation
Code Code Available 5 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Aug 4, 2024 Diagnostic Medical Question Answering
Code Code Available 5 CoSQA: 20,000+ Web Queries for Code Search and Question Answering May 27, 2021 Code Search Contrastive Learning
Code Code Available 5 Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Aug 25, 2023 In-Context Learning Question Answering
Code Code Available 5 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering Sep 29, 2024 Graph Question Answering Question Answering
Code Code Available 5 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Apr 15, 2020 Multi-hop Question Answering Question Answering
Code Code Available 5 Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Dec 15, 2023 Image Captioning In-Context Learning
Code Code Available 5 Counterfactual Samples Synthesizing for Robust Visual Question Answering Mar 14, 2020 counterfactual Question Answering
Code Code Available 5 Counterfactual Variable Control for Robust and Interpretable Question Answering Oct 12, 2020 Causal Inference counterfactual
Code Code Available 5 ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence Apr 16, 2024 Question Answering RAG
Code Code Available 5 3D-Aware Visual Question Answering about Parts, Poses and Occlusions Oct 27, 2023 Question Answering Visual Question Answering
Code Code Available 5 COVID-QA: A Question Answering Dataset for COVID-19 Jul 1, 2020 Articles Question Answering
Code Code Available 5 COVID-19 event extraction from Twitter via extractive question answering with continuous prompts Mar 19, 2023 Benchmarking Event Extraction
Code Code Available 5 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions Dec 8, 2020 counterfactual Descriptive
Code Code Available 5 Citekit: A Modular Toolkit for Large Language Model Citation Generation Aug 6, 2024 Language Modeling Language Modelling
Code Code Available 5 CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation Sep 3, 2024 Dataset Generation Question Answering
Code Code Available 5 How Language Model Hallucinations Can Snowball May 22, 2023 Hallucination Language Modeling
Code Code Available 5 How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game Mar 13, 2025 Multimodal Reasoning Question Answering
Code Code Available 5 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space Feb 18, 2025 Embodied Question Answering Question Answering
Code Code Available 5 Creating Custom Event Data Without Dictionaries: A Bag-of-Tricks Apr 3, 2023 Active Learning Question Answering
Code Code Available 5 CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population Apr 20, 2023 Knowledge Base Population Question Answering
Code Code Available 5 Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models Aug 3, 2023 In-Context Learning Natural Language Understanding
Code Code Available 5 CREPE: Open-Domain Question Answering with False Presuppositions Nov 30, 2022 Open-Domain Question Answering Question Answering
Code Code Available 5 How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking Apr 30, 2020 Prediction Question Answering
Code Code Available 5 Knowledge Infused Decoding Apr 6, 2022 counterfactual Question Answering
Code Code Available 5 ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding Aug 5, 2022 Image Retrieval Question Answering
Code Code Available 5 ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages Mar 26, 2024 Machine Reading Comprehension Optical Character Recognition (OCR)
Code Code Available 5 CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting Apr 13, 2024 Hallucination Knowledge Graphs
Code Code Available 5 Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models Sep 5, 2024 Answer Generation Graph Question Answering
Code Code Available 5 How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations Sep 11, 2019 Question Answering
Code Code Available 5 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base Jul 8, 2020 Attribute Diagnostic
Code Code Available 5 Cross-Modal BERT for Text-Audio Sentiment Analysis Oct 12, 2020 Multimodal Sentiment Analysis Natural Language Inference
Code Code Available 5 How Much Can CLIP Benefit Vision-and-Language Tasks? Jul 13, 2021 Question Answering Vision and Language Navigation
Code Code Available 5 