Evolution of Fuzzy System Models: An Overview and New Directions. - Asli Celikyilmaz; I. Burhan Türksen (RSFDGrC, 2007)

A New Classifier Design with Fuzzy Functions. - Asli Celikyilmaz; I. Burhan Türksen; Ramazan Aktas; M. Mete Doganay; N. Basak Ceylan (RSFDGrC, 2007)

Evolutionary fuzzy system models with improved fuzzy functions and its application to industrial process. - Asli Celikyilmaz; I. Burhan Türksen (SMC, 2007)

Fuzzy functions with support vector machines. - Asli Celikyilmaz; I. Burhan Türksen (Inf. Sci., 2007)

New Cluster Validity Index with Fuzzy Functions. - Asli Celikyilmaz; I. Burhan Türksen (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Semantic approach to text entailment for question answering - new domain for uncertainty modeling. - Asli Celikyilmaz; Marcus Thint (IEEE ICCI, 2008)

Uncertainty bounds of Fuzzy C-Regression Method. - Asli Celikyilmaz; I. Burhan Türksen (FUZZ-IEEE, 2008)

Validation criteria for enhanced fuzzy clustering. - Asli Celikyilmaz; I. Burhan Türksen (Pattern Recognit. Lett., 2008)

Enhanced Fuzzy System Models With Improved Fuzzy Clustering Algorithm. - Asli Celikyilmaz; I. Burhan Türksen (IEEE Trans. Fuzzy Syst., 2008)

Uncertainty Modeling of Improved Fuzzy Functions With Evolutionary Systems. - Asli Celikyilmaz; I. Burhan Türksen (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Modeling Uncertainty with Fuzzy Logic - With Recent Theory and Applications - Asli Celikyilmaz; I. Burhan Türksen (Springer, 2009)

A Graph-based Semi-Supervised Learning for Question-Answering. - Asli Celikyilmaz; Marcus Thint; Zhiheng Huang (ACL/IJCNLP, 2009)

Investigation of Question Classifier in Question Answering. - Zhiheng Huang; Marcus Thint; Asli Celikyilmaz (EMNLP, 2009)

Accurate Semantic Class Classifier for Coreference Resolution. - Zhiheng Huang; Guangping Zeng; Weiqun Xu; Asli Celikyilmaz (EMNLP, 2009)

Spectral Learning with Type-2 Fuzzy Numbers for Question/Answering System. - Asli Celikyilmaz; I. Burhan Türksen (IFSA/EUSFLAT Conf., 2009)

Soft-Link Spectral Clustering for Information Extraction. - Asli Celikyilmaz (ICSC, 2009)

Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions. - Asli Celikyilmaz; I. Burhan Türksen; Ramazan Aktas; M. Mete Doganay; N. Basak Ceylan (Expert Syst. Appl., 2009)

A Soft-Link Spectral Model for Link Prediction. - Asli Celikyilmaz (Int. J. Semantic Comput., 2009)

A Genetic Fuzzy System Based On Improved Fuzzy Functions. - Asli Celikyilmaz; I. Burhan Türksen (J. Comput., 2009)

A Hybrid Hierarchical Model for Multi-Document Summarization. - Asli Celikyilmaz; Dilek Hakkani-Tür (ACL, 2010)

Extractive summarization using a latent variable model. - Asli Celikyilmaz; Dilek Hakkani-Tür (INTERSPEECH, 2010)

Probabilistic model-based sentiment analysis of twitter messages. - Asli Celikyilmaz; Dilek Hakkani-Tür; Junlan Feng (SLT, 2010)

Decision making with imprecise parameters. - Asli Celikyilmaz; I. Burhan Türksen (Int. J. Approx. Reason., 2010)

Discovery of Topically Coherent Sentences for Extractive Summarization. - Asli Celikyilmaz; Dilek Hakkani-Tür (ACL, 2011)

Exploiting distance based similarity in topic models for user intent detection. - Asli Celikyilmaz; Dilek Hakkani-Tür; Gökhan Tür; Ashley Fidler; Dustin Hillard (ASRU, 2011)

Employing web search query click logs for multi-domain spoken language understanding. - Dilek Hakkani-Tür; Gökhan Tür; Larry P. Heck; Asli Celikyilmaz; Ashley Fidler; Dustin Hillard; Rukmini Iyer; Sarangarajan Parthasarathy (ASRU, 2011)

Concept-based classification for multi-document summarization. - Asli Celikyilmaz; Dilek Hakkani-Tür (ICASSP, 2011)

Approximate Inference for Domain Detection in Spoken Language Understanding. - Asli Celikyilmaz; Dilek Hakkani-Tür; Gökhan Tür (INTERSPEECH, 2011)

Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding. - Dustin Hillard; Asli Celikyilmaz; Dilek Hakkani-Tür; Gökhan Tür (INTERSPEECH, 2011)

Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling. - Gökhan Tür; Dilek Hakkani-Tür; Dustin Hillard; Asli Celikyilmaz (INTERSPEECH, 2011)

A Joint Model for Discovery of Aspects in Utterances. - Asli Celikyilmaz; Dilek Hakkani-Tür (ACL (1), 2012)

A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. - Dilek Hakkani-Tür; Gökhan Tür; Larry P. Heck; Ashley Fidler; Asli Celikyilmaz (INTERSPEECH, 2012)

Mining Search Query Logs for Spoken Language Understanding. - Dilek Hakkani-Tür; Gökhan Tür; Asli Celikyilmaz (SDCTD@NAACL-HLT, 2012)

Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features. - Asli Celikyilmaz; Dilek Hakkani-Tür; Gökhan Tür (SLT, 2012)

Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression. - Asli Celikyilmaz; Dilek Hakkani-Tür; Gökhan Tür; Ruhi Sarikaya (ACL (1), 2013)

Easy contextual intent prediction and slot detection. - Aditya Bhargava; Asli Celikyilmaz; Dilek Hakkani-Tür; Ruhi Sarikaya (ICASSP, 2013)

Latent semantic modeling for slot filling in conversational understanding. - Gökhan Tür; Asli Celikyilmaz; Dilek Hakkani-Tür (ICASSP, 2013)

IsNL? a discriminative approach to detect natural language like queries for conversational understanding. - Asli Celikyilmaz; Gökhan Tür; Dilek Hakkani-Tür (INTERSPEECH, 2013)

A weakly-supervised approach for discovering new user intents from search query logs. - Dilek Hakkani-Tür; Asli Celikyilmaz; Larry P. Heck; Gökhan Tür (INTERSPEECH, 2013)

Learning to Relate Literal and Sentimental Descriptions of Visual Properties. - Mark Yatskar; Svitlana Volkova; Asli Celikyilmaz; Bill Dolan; Luke Zettlemoyer (HLT-NAACL, 2013)

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces. - Asli Celikyilmaz; Zhaleh Feizollahi; Dilek Hakkani-Tür; Ruhi Sarikaya (EMNLP, 2014)

A variational Bayesian model for user intent detection. - Yangfeng Ji; Dilek Hakkani-Tür; Asli Celikyilmaz; Larry P. Heck; Gökhan Tür (ICASSP, 2014)

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. - Dilek Hakkani-Tür; Malcolm Slaney; Asli Celikyilmaz; Larry P. Heck (ICMI, 2014)

Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. - Dilek Hakkani-Tür; Asli Celikyilmaz; Larry P. Heck; Gökhan Tür; Geoffrey Zweig (INTERSPEECH, 2014)

Shrinkage based features for slot tagging with conditional random fields. - Ruhi Sarikaya; Asli Celikyilmaz; Anoop Deoras; Minwoo Jeong (INTERSPEECH, 2014)

Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. - Asli Celikyilmaz; Dilek Hakkani-Tür; Panupong Pasupat; Ruhi Sarikaya (AAAI Spring Symposia, 2015)

A universal model for flexible item selection in conversational dialogs. - Asli Celikyilmaz; Zhaleh Feizollahi; Dilek Hakkani-Tür; Ruhi Sarikaya (ASRU, 2015)

Natural language understanding for partial queries. - Xiaohu Liu; Asli Celikyilmaz; Ruhi Sarikaya (ASRU, 2015)

Investigation of ensemble models for sequence learning. - Asli Celikyilmaz; Dilek Hakkani-Tür (ICASSP, 2015)

A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding. - Asli Celikyilmaz; Ruhi Sarikaya; Dilek Hakkani-Tür; Xiaohu Liu; Nikhil Ramesh; Gökhan Tür (INTERSPEECH, 2016)

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. - Dilek Hakkani-Tür; Gökhan Tür; Asli Celikyilmaz; Yun-Nung Chen; Jianfeng Gao 001; Li Deng 001; Ye-Yi Wang (INTERSPEECH, 2016)

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. - Paul A. Crook; Alex Marin; Vipul Agarwal; Khushboo Aggarwal; Tasos Anastasakos; Ravi Bikkula; Daniel Boies; Asli Celikyilmaz; Senthilkumar Chandramohan; Zhaleh Feizollahi; Roman Holenstein; Minwoo Jeong; et al. (HLT-NAACL Demos, 2016)

Syntax or semantics? knowledge-guided joint semantic frame parsing. - Yun-Nung Chen; Dilek Hakanni-Tur; Gökhan Tür; Asli Celikyilmaz; Jianfeng Gao 001; Li Deng 001 (SLT, 2016)

Intent detection using semantically enriched word embeddings. - Joo-Kyung Kim; Gökhan Tür; Asli Celikyilmaz; Bin Cao; Ye-Yi Wang (SLT, 2016)

An overview of end-to-end language understanding and dialog management for personal digital assistants. - Ruhi Sarikaya; Paul A. Crook; Alex Marin; Minwoo Jeong; Jean-Philippe Robichaud; Asli Celikyilmaz; Young-Bum Kim; Alexandre Rochette; Omar Zia Khan; Xiaohu Liu; Daniel Boies; Tasos Anastasakos; et al. (SLT, 2016)

Associative Adversarial Networks. - Tarik Arici; Asli Celikyilmaz (CoRR, 2016)

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. - Yun-Nung Chen; Dilek Hakkani-Tür; Gökhan Tür; Asli Celikyilmaz; Jianfeng Gao 001; Li Deng 001 (CoRR, 2016)

An Empirical Investigation of Word Class-Based Features for Natural Language Understanding. - Asli Celikyilmaz; Ruhi Sarikaya; Minwoo Jeong; Anoop Deoras (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. - Baolin Peng; Xiujun Li; Lihong Li 001; Jianfeng Gao 001; Asli Celikyilmaz; Sungjin Lee; Kam-Fai Wong (EMNLP, 2017)

End-to-End Task-Completion Neural Dialogue Systems. - Xiujun Li; Yun-Nung Chen; Lihong Li 001; Jianfeng Gao 001; Asli Celikyilmaz (IJCNLP(1), 2017)

Scaffolding Networks for Teaching and Learning to Comprehend. - Asli Celikyilmaz; Li Deng 001; Lihong Li 001; Chong Wang 002 (CoRR, 2017)

Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. - Xiujun Li; Yun-Nung Chen; Lihong Li 001; Jianfeng Gao 001; Asli Celikyilmaz (CoRR, 2017)

Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning. - Baolin Peng; Xiujun Li; Lihong Li 001; Jianfeng Gao 001; Asli Celikyilmaz; Sungjin Lee; Kam-Fai Wong (CoRR, 2017)

Spoken language understanding and interaction: machine learning for human-like conversational systems. - Milica Gasic; Dilek Hakkani-Tür; Asli Celikyilmaz (Comput. Speech Lang., 2017)

Deep Learning for Dialogue Systems. - Yun-Nung Chen; Asli Celikyilmaz; Dilek Hakkani-Tür (COLING (Tutorials), 2018)

Learning and Analyzing Vector Encoding of Symbolic Representation. - Roland Fernandez; Asli Celikyilmaz; Paul Smolensky; Rishabh Singh (ICLR (Workshop), 2018)

Discourse-Aware Neural Rewards for Coherent Text Generation. - Antoine Bosselut; Asli Celikyilmaz; Xiaodong He 001; Jianfeng Gao 001; Po-Sen Huang; Yejin Choi 001 (NAACL-HLT, 2018)

Deep Communicating Agents for Abstractive Summarization. - Asli Celikyilmaz; Antoine Bosselut; Xiaodong He 001; Yejin Choi 001 (NAACL-HLT, 2018)

Learning and analyzing vector encoding of symbolic representations. - Roland Fernandez; Asli Celikyilmaz; Rishabh Singh; Paul Smolensky (CoRR, 2018)

Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. - Qiuyuan Huang; Zhe Gan; Asli Celikyilmaz; Dapeng Oliver Wu; Jianfeng Wang; Xiaodong He 001 (AAAI, 2019)

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. - Antoine Bosselut; Hannah Rashkin; Maarten Sap; Chaitanya Malaviya; Asli Celikyilmaz; Yejin Choi 001 (ACL (1), 2019)

Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts. - Elizabeth Clark; Asli Celikyilmaz; Noah A. Smith (ACL (1), 2019)

Learning Compressed Sentence Representations for On-Device Text Processing. - Dinghan Shen; Pengyu Cheng; Dhanasekar Sundararaman; Xinyuan Zhang 001; Qian Yang 003; Meng Tang; Asli Celikyilmaz; Lawrence Carin (ACL (1), 2019)

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. - Dinghan Shen; Asli Celikyilmaz; Yizhe Zhang 002; Liqun Chen 001; Xin Wang 061; Jianfeng Gao 001; Lawrence Carin (ACL (1), 2019)

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. - Xin Wang 061; Qiuyuan Huang; Asli Celikyilmaz; Jianfeng Gao 001; Dinghan Shen; Yuan-Fang Wang; William Yang Wang; Lei Zhang 001 (CVPR, 2019)

Robust Navigation with Language Pretraining and Stochastic Sampling. - Xiujun Li; Chunyuan Li; Qiaolin Xia; Yonatan Bisk; Asli Celikyilmaz; Jianfeng Gao 001; Noah A. Smith; Yejin Choi 001 (EMNLP/IJCNLP (1), 2019)

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. - Hao Fu 002; Chunyuan Li; Xiaodong Liu 003; Jianfeng Gao 001; Asli Celikyilmaz; Lawrence Carin (NAACL-HLT (1), 2019)

Efficient Adaptation of Pretrained Transformers for Abstractive Summarization. - Andrew Hoang; Antoine Bosselut; Asli Celikyilmaz; Yejin Choi 001 (CoRR, 2019)

Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow. - Saadia Gabriel; Antoine Bosselut; Ari Holtzman; Kyle Lo; Asli Celikyilmaz; Yejin Choi 001 (CoRR, 2019)

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. - Woon Sang Cho; Yizhe Zhang 002; Sudha Rao; Asli Celikyilmaz; Chenyan Xiong; Jianfeng Gao 001; Mengdi Wang; Bill Dolan (CoRR, 2019)

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. - Angela S. Lin; Sudha Rao; Asli Celikyilmaz; Elnaz Nouri; Chris Brockett; Debadeepta Dey; Bill Dolan (ACL, 2020)

Quality and Relevance Metrics for Selection of Multimodal Pretraining Data. - Roshan Rao; Sudha Rao; Elnaz Nouri; Debadeepta Dey; Asli Celikyilmaz; Bill Dolan (CVPR Workshops, 2020)

Substance over Style: Document-Level Targeted Content Transfer. - Allison Hegel; Sudha Rao; Asli Celikyilmaz; Bill Dolan (EMNLP (1), 2020)

The Amazing World of Neural Language Generation. - Yangfeng Ji; Antoine Bosselut; Thomas Wolf 008; Asli Celikyilmaz (EMNLP (Tutorial Abstracts), 2020)

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. - Hannah Rashkin; Asli Celikyilmaz; Yejin Choi 001; Jianfeng Gao 001 (EMNLP (1), 2020)

RMM: A Recursive Mental Model for Dialog Navigation. - Homero Roman Roman; Yonatan Bisk; Jesse Thomason; Asli Celikyilmaz; Jianfeng Gao 001 (EMNLP (Findings), 2020)

Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization. - Rahul Jha; Keping Bi; Yang Li; Mahdi Pakdaman; Asli Celikyilmaz; Ivan Zhiboedov; Kieran McDonald (Eval4NLP, 2020)

Working Memory Graphs. - Ricky Loynd; Roland Fernandez; Asli Celikyilmaz; Adith Swaminathan; Matthew J. Hausknecht (ICML, 2020)

Reparameterized Variational Divergence Minimization for Stable Imitation. - Dilip Arumugam; Debadeepta Dey; Alekh Agarwal; Asli Celikyilmaz; Elnaz Nouri; Bill Dolan (CoRR, 2020)

Evaluation of Text Generation: A Survey. - Asli Celikyilmaz; Elizabeth Clark; Jianfeng Gao 001 (CoRR, 2020)

Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. - Hassan Akbari; Hamid Palangi; Jianwei Yang; Sudha Rao; Asli Celikyilmaz; Roland Fernandez; Paul Smolensky; Jianfeng Gao 001; Shih-Fu Chang (CoRR, 2020)

Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. - Ramakanth Pasunuru; Asli Celikyilmaz; Michel Galley; Chenyan Xiong; Yizhe Zhang 002; Mohit Bansal; Jianfeng Gao 001 (AAAI, 2021)

GO FIGURE: A Meta Evaluation of Factuality in Summarization. - Saadia Gabriel; Asli Celikyilmaz; Rahul Jha; Yejin Choi 001; Jianfeng Gao 001 (ACL/IJCNLP (Findings), 2021)

EmailSum: Abstractive Email Thread Summarization. - Shiyue Zhang 001; Asli Celikyilmaz; Jianfeng Gao 001; Mohit Bansal (ACL/IJCNLP (1), 2021)

AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. - Keping Bi; Rahul Jha; W. Bruce Croft; Asli Celikyilmaz (EACL, 2021)

Contrastive Multi-document Question Generation. - Woon Sang Cho; Yizhe Zhang 002; Sudha Rao; Asli Celikyilmaz; Chenyan Xiong; Jianfeng Gao 001; Mengdi Wang; Bill Dolan (EACL, 2021)

Discourse Understanding and Factual Consistency in Abstractive Summarization. - Saadia Gabriel; Antoine Bosselut; Jeff Da; Ari Holtzman; Jan Buys; Kyle Lo; Asli Celikyilmaz; Yejin Choi 001 (EACL, 2021)

An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. - Yusen Zhang 001; Ansong Ni; Tao Yu 009; Rui Zhang 037; Chenguang Zhu 001; Budhaditya Deb; Asli Celikyilmaz; Ahmed Hassan Awadallah; Dragomir R. Radev (EMNLP (Findings), 2021)

Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. - Yichen Jiang; Asli Celikyilmaz; Paul Smolensky; Paul Soulos; Sudha Rao; Hamid Palangi; Roland Fernandez; Caitlin Smith; Mohit Bansal; Jianfeng Gao 001 (NAACL-HLT, 2021)

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. - Ming Zhong 005; Da Yin; Tao Yu 009; Ahmad Zaidi; Mutethia Mutuma; Rahul Jha; Ahmed Hassan Awadallah; Asli Celikyilmaz; Yang Liu 124; Xipeng Qiu; Dragomir R. Radev (NAACL-HLT, 2021)

Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. - Peter Hase; Mona T. Diab; Asli Celikyilmaz; Xian Li 003; Zornitsa Kozareva; Veselin Stoyanov; Mohit Bansal; Srinivasan Iyer 001 (CoRR, 2021)

Discourse-Aware Prompt Design for Text Generation. - Marjan Ghazvininejad; Vladimir Karpukhin; Asli Celikyilmaz (CoRR, 2021)

CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance. - Hyundong Cho; Chinnadhurai Sankar; Christopher Lin; Kaushik Ram Sadagopan; Shahin Shayandeh; Asli Celikyilmaz; Jonathan May; Ahmad Beirami (CoRR, 2021)

Vision-Language Navigation Policy Learning and Adaptation. - Xin Wang 061; Qiuyuan Huang; Asli Celikyilmaz; Jianfeng Gao 001; Dinghan Shen; Yuan-Fang Wang; William Yang Wang; Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. - Badr AlKhamissi; Faisal Ladhak; Srini Iyer 001; Veselin Stoyanov; Zornitsa Kozareva; Xian Li 003; Pascale Fung; Lambert Mathias; Asli Celikyilmaz; Mona T. Diab (EMNLP, 2022)

Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. - Hyundong Cho; Chinnadhurai Sankar; Christopher Lin; Kaushik Ram Sadagopan; Shahin Shayandeh; Asli Celikyilmaz; Jonathan May; Ahmad Beirami (EMNLP (Findings), 2022)

Discourse-Aware Soft Prompting for Text Generation. - Marjan Ghazvininejad; Vladimir Karpukhin; Vera Gor; Asli Celikyilmaz (EMNLP, 2022)

STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. - Borui Wang; Chengcheng Feng; Arjun Nair; Madelyn Mao; Jai Desai; Asli Celikyilmaz; Haoran Li 007; Yashar Mehdad; Dragomir Radev (EMNLP, 2022)

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries. - Xiangru Tang; Alexander R. Fabbri; Haoran Li 007; Ziming Mao; Griffin Adams; Borui Wang; Asli Celikyilmaz; Yashar Mehdad; Dragomir R. Radev (NAACL-HLT, 2022)

CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. - Xiangru Tang; Arjun Nair; Borui Wang; Bingyao Wang; Jai Desai; Aaron Wade; Haoran Li 007; Asli Celikyilmaz; Yashar Mehdad; Dragomir R. Radev (NAACL-HLT, 2022)

A Review on Language Models as Knowledge Bases. - Badr AlKhamissi; Millicent Li; Asli Celikyilmaz; Mona T. Diab; Marjan Ghazvininejad (CoRR, 2022)

Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. - Paul Soulos; Sudha Rao; Caitlin Smith; Eric Rosen; Asli Celikyilmaz; R. Thomas McCoy; Yichen Jiang; Coleman Haley; Roland Fernandez; Hamid Palangi; Jianfeng Gao 001; Paul Smolensky (CoRR, 2022)

ED-FAITH: Evaluating Dialogue Summarization on Faithfulness. - Sicong Huang 001; Asli Celikyilmaz; Haoran Li 007 (CoRR, 2022)

ALERT: Adapting Language Models to Reasoning Tasks. - Ping Yu; Tianlu Wang; Olga Golovneva; Badr AlKhamissy; Gargi Ghosh; Mona T. Diab; Asli Celikyilmaz (CoRR, 2022)

Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences. - Asish Ghoshal; Arash Einolghozati; Ankit Arun; Haoran Li 007; Lili Yu; Yashar Mehdad; Scott Wen-tau Yih; Asli Celikyilmaz (CoRR, 2022)

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization. - Srinivasan Iyer 001; Xi Victoria Lin; Ramakanth Pasunuru; Todor Mihaylov; Daniel Simig; Ping Yu; Kurt Shuster 001; Tianlu Wang; Qing Liu; Punit Singh Koura; Xian Li 003; Brian O'Horo; et al. (CoRR, 2022)

Understanding In-Context Learning via Supportive Pretraining Data. - Xiaochuang Han; Daniel Simig; Todor Mihaylov; Yulia Tsvetkov; Asli Celikyilmaz; Tianlu Wang (ACL (1), 2023)

MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. - Swarnadeep Saha; Xinyan Yu 001; Mohit Bansal; Ramakanth Pasunuru; Asli Celikyilmaz (ACL (Findings), 2023)

Complementary Explanations for Effective In-Context Learning. - Xi Ye; Srinivasan Iyer 001; Asli Celikyilmaz; Veselin Stoyanov; Greg Durrett; Ramakanth Pasunuru (ACL (Findings), 2023)

ALERT: Adapt Language Models to Reasoning Tasks. - Ping Yu; Tianlu Wang; Olga Golovneva; Badr AlKhamissi; Siddharth Verma; Zhijing Jin 001; Gargi Ghosh; Mona T. Diab; Asli Celikyilmaz (ACL (1), 2023)

Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. - Peter Hase; Mona T. Diab; Asli Celikyilmaz; Xian Li 003; Zornitsa Kozareva; Veselin Stoyanov; Mohit Bansal; Srinivasan Iyer 001 (EACL, 2023)

Crystal: Introspective Reasoners Reinforced with Self-Feedback. - Jiacheng Liu 010; Ramakanth Pasunuru; Hannaneh Hajishirzi; Yejin Choi 001; Asli Celikyilmaz (EMNLP, 2023)

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. - Zixuan Ke; Bing Liu 001; Wenhan Xiong; Asli Celikyilmaz; Haoran Li 007 (EMNLP (Findings), 2023)

Gender Biases in Automatic Evaluation Metrics for Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (EMNLP, 2023)

Look-back Decoding for Open-Ended Text Generation. - Nan Xu; Chunting Zhou; Asli Celikyilmaz; Xuezhe Ma (EMNLP, 2023)

ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. - Olga Golovneva; Moya Chen; Spencer Poff; Martin Corredor; Luke Zettlemoyer; Maryam Fazel-Zarandi; Asli Celikyilmaz (ICLR, 2023)

RECKONING: Reasoning through Dynamic Knowledge Encoding. - Zeming Chen 001; Gail Weiss; Eric Mitchell; Asli Celikyilmaz; Antoine Bosselut (NeurIPS, 2023)

Large Language Model Programs. - Imanol Schlag; Sainbayar Sukhbaatar; Asli Celikyilmaz; Wen-tau Yih; Jason Weston; Jürgen Schmidhuber; Xian Li 003 (CoRR, 2023)

OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models. - Badr AlKhamissi; Siddharth Verma; Ping Yu; Zhijing Jin 001; Asli Celikyilmaz; Mona T. Diab (CoRR, 2023)

Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (CoRR, 2023)

Open-Domain Text Evaluation via Meta Distribution Modeling. - Sidi Lu; Asli Celikyilmaz; Tianlu Wang; Nanyun Peng 001 (CoRR, 2023)

RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. - Kevin Yang; Dan Klein 001; Asli Celikyilmaz; Nanyun Peng 001; Yuandong Tian (CoRR, 2023)

Shepherd: A Critic for Language Model Generation. - Tianlu Wang; Ping Yu; Xiaoqing Ellen Tan; Sean O'Brien; Ramakanth Pasunuru; Jane Dwivedi-Yu; Olga Golovneva; Luke Zettlemoyer; Maryam Fazel-Zarandi; Asli Celikyilmaz (CoRR, 2023)

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. - Lili Yu; Bowen Shi; Ramakanth Pasunuru; Benjamin Muller; Olga Golovneva; Tianlu Wang; Arun Babu; Binh Tang; Brian Karrer; Shelly Sheynin; Candace Ross; Adam Polyak; et al. (CoRR, 2023)

Making PPO even better: Value-Guided Monte-Carlo Tree Search decoding. - Jiacheng Liu 010; Andrew Cohen; Ramakanth Pasunuru; Yejin Choi 001; Hannaneh Hajishirzi; Asli Celikyilmaz (CoRR, 2023)

DOMINO: A Dual-System for Multi-step Visual Language Reasoning. - Peifang Wang; Olga Golovneva; Armen Aghajanyan; Xiang Ren 001; Muhao Chen 001; Asli Celikyilmaz; Maryam Fazel-Zarandi (CoRR, 2023)

Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. - Howard Chen 003; Ramakanth Pasunuru; Jason Weston; Asli Celikyilmaz (CoRR, 2023)

PathFinder: Guided Search over Multi-Step Reasoning Paths. - Olga Golovneva; Sean O'Brien; Ramakanth Pasunuru; Tianlu Wang; Luke Zettlemoyer; Maryam Fazel-Zarandi; Asli Celikyilmaz (CoRR, 2023)

How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN. - R. Thomas McCoy; Paul Smolensky; Tal Linzen; Jianfeng Gao 001; Asli Celikyilmaz (Trans. Assoc. Comput. Linguistics, 2023)

Augmented Language Models: a Survey. - Grégoire Mialon; Roberto Dessì; Maria Lomeli; Christoforos Nalmpantis; Ramakanth Pasunuru; Roberta Raileanu; Baptiste Rozière; Timo Schick; Jane Dwivedi-Yu; Asli Celikyilmaz; Edouard Grave; Yann LeCun; et al. (Trans. Mach. Learn. Res., 2023)

Chain-of-Verification Reduces Hallucination in Large Language Models. - Shehzaad Dhuliawala; Mojtaba Komeili; Jing Xu; Roberta Raileanu; Xian Li 003; Asli Celikyilmaz; Jason Weston (ACL (Findings), 2024)

ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization. - David Wan; Koustuv Sinha; Srini Iyer 001; Asli Celikyilmaz; Mohit Bansal; Ramakanth Pasunuru (ACL (Findings), 2024)

RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. - Kevin Yang; Dan Klein 001; Asli Celikyilmaz; Nanyun Peng 001; Yuandong Tian (ICLR, 2024)

Open-Domain Text Evaluation via Contrastive Distribution Methods. - Sidi Lu; Hongyi Liu; Asli Celikyilmaz; Tianlu Wang; Nanyun Peng 001 (ICML, 2024)

RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. - Song Jiang 002; Zahra Shakeri; Aaron Chan; Maziar Sanjabi; Hamed Firooz; Yinglong Xia; Bugra Akyildiz; Yizhou Sun; Jinchao Li; Qifan Wang 001; Asli Celikyilmaz (NAACL-HLT, 2024)

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. - Swarnadeep Saha; Omer Levy; Asli Celikyilmaz; Mohit Bansal; Jason Weston; Xian Li 003 (NAACL-HLT, 2024)

The ART of LLM Refinement: Ask, Refine, and Trust. - Kumar Shridhar; Koustuv Sinha; Andrew Cohen; Tianlu Wang; Ping Yu; Ramakanth Pasunuru; Mrinmaya Sachan; Jason Weston; Asli Celikyilmaz (NAACL-HLT, 2024)

Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models. - Yi-Lin Tuan; Xilun Chen 002; Eric Michael Smith; Louis Martin; Soumya Batra; Asli Celikyilmaz; William Yang Wang; Daniel M. Bikel (CoRR, 2024)

An Introduction to Vision-Language Modeling. - Florian Bordes; Richard Yuanzhe Pang; Anurag Ajay; Alexander C. Li; Adrien Bardes; Suzanne Petryk; Oscar Mañas; Zhiqiu Lin; Anas Mahmoud 002; Bargav Jayaraman; Mark Ibrahim; Melissa Hall; et al. (CoRR, 2024)

Adaptive Decoding via Latent Preference Optimization. - Shehzaad Dhuliawala; Ilia Kulikov; Ping Yu; Asli Celikyilmaz; Jason Weston; Sainbayar Sukhbaatar; Jack Lanchantin (CoRR, 2024)

Efficient Tool Use with Chain-of-Abstraction Reasoning. - Silin Gao; Jane Dwivedi-Yu; Ping Yu; Xiaoqing Ellen Tan; Ramakanth Pasunuru; Olga Golovneva; Koustuv Sinha; Asli Celikyilmaz; Antoine Bosselut; Tianlu Wang (COLING, 2025)

Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning. - Melanie Sclar; Jane Dwivedi-Yu; Maryam Fazel-Zarandi; Yulia Tsvetkov; Yonatan Bisk; Yejin Choi 001; Asli Celikyilmaz (ICLR, 2025)

reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. - Zhaofeng Wu; Michihiro Yasunaga; Andrew Cohen; Yoon Kim; Asli Celikyilmaz; Marjan Ghazvininejad (CoRR, 2025)

EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos. - Yuxuan Li; Vijay Veerabadran; Michael L. Iuzzolino; Brett D. Roads; Asli Celikyilmaz; Karl Ridgeway (CoRR, 2025)

Embodied AI Agents: Modeling the World. - Pascale Fung; Yoram Bachrach; Asli Celikyilmaz; Kamalika Chaudhuri; Delong Chen; Willy Chung; Emmanuel Dupoux; Hervé Jégou; Alessandro Lazaric; Arjun Majumdar; Andrea Madotto; Franziska Meier; et al. (CoRR, 2025)

PrefPalette: Personalized Preference Modeling with Latent Attributes. - Shuyue Stella Li; Melanie Sclar; Hunter Lang; Ansong Ni; Jacqueline He; Puxin Xu; Andrew Cohen; Chan Young Park; Yulia Tsvetkov; Asli Celikyilmaz (CoRR, 2025)