Asli Celikyilmaz

Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning ICLR 2025 reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs EMNLP 2025 ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024 Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024 Chain-of-Verification Reduces Hallucination in Large Language Models ACL 2024 Open-Domain Text Evaluation via Contrastive Distribution Methods ICML 2024 RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models NAACL 2024 RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment ICLR 2024 The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024 ALERT: Adapt Language Models to Reasoning Tasks ACL 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023 Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023 Look-back Decoding for Open-Ended Text Generation EMNLP 2023 Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023 MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023 OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models ACL 2023 RECKONING: Reasoning through Dynamic Knowledge Encoding NeurIPS 2023 ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning ICLR 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 Understanding In-Context Learning via Supportive Pretraining Data ACL 2023 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022 Discourse-Aware Soft Prompting for Text Generation EMNLP 2022 Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries NAACL 2022 Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics EMNLP 2022 STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension EMNLP 2022 ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022 An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021 AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization EACL 2021 Contrastive Multi-document Question Generation EACL 2021 Data Augmentation for Abstractive Query-Focused Multi-Document Summarization AAAI 2021 Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 2021 EmailSum: Abstractive Email Thread Summarization ACL 2021 Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization NAACL 2021 GO FIGURE: A Meta Evaluation of Factuality in Summarization ACL 2021 QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL 2021 A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks ACL 2020 Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization EMNLP 2020 PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking EMNLP 2020 RMM: A Recursive Mental Model for Dialogue Navigation EMNLP 2020 Substance over Style: Document-Level Targeted Content Transfer EMNLP 2020 The Amazing World of Neural Language Generation EMNLP 2020 Working Memory Graphs ICML 2020 COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019 Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing NAACL 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Learning Compressed Sentence Representations for On-Device Text Processing ACL 2019 Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation NAACL 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP 2019 Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts ACL 2019 Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL 2019 Deep Communicating Agents for Abstractive Summarization NAACL 2018 Deep Learning for Dialogue Systems COLING 2018 Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 Deep Learning for Dialogue Systems ACL 2017 End-to-End Task-Completion Neural Dialogue Systems IJCNLP 2017 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM Interspeech 2016 Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform NAACL 2016 Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces EMNLP 2014 Learning to Relate Literal and Sentimental Descriptions of Visual Properties NAACL 2013 Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression ACL 2013 A Joint Model for Discovery of Aspects in Utterances ACL 2012 Mining Search Query Logs for Spoken Language Understanding NAACL 2012 Discovery of Topically Coherent Sentences for Extractive Summarization ACL 2011 A Hybrid Hierarchical Model for Multi-Document Summarization ACL 2010 Accurate Semantic Class Classifier for Coreference Resolution EMNLP 2009 A Graph-based Semi-Supervised Learning for Question-Answering ACL 2009 Investigation of Question Classifier in Question Answering EMNLP 2009