Hongming Zhang

Giambattista Parascandolo

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Abstraction-of-Thought Makes Language Models Better Reasoners.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Dense X Retrieval: What Retrieval Granularity Should We Use?

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Event Semantic Classification in Context.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

On-the-fly Denoising for Data Augmentation in Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

CLOMO: Counterfactual Logical Modification with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

[BibT_eX]

[DOI]

Bartlomiej Bojanowski

Christopher D. Manning

Daniel Moseguí González

Eunice Engefu Manyasi

Evgenii Zheltonozhskii

Fanyue Xia

Fatemeh Siar

Fernando Martínez-Plumed

Giorgio Mariani

Gloria Wang

Gonzalo Jaimovitch-López

Jaime Fernández Fisac

Jascha Sohl-Dickstein

José Hernández-Orallo

Karthik Gopalakrishnan

Lidia Contreras Ochando

Louis-Philippe Morency

María José Ramírez-Quintana

Michael I. Ivanitskiy

Neta Gur-Ari Krakover

Nitish Shirish Keskar

Pablo Antonio Moreno Casares

Pegah Alipoormolabashi

Shyamolima (Shammie) Debnath

Sneha Priscilla Makini

Yadollah Yaghoobzadeh

Trans. Mach. Learn. Res., 2023

OpenFact: Factuality Enhanced Open Knowledge Extraction.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

LASER: LLM Agent with State-Space Exploration for Web Navigation.

[BibT_eX]

[DOI]

CoRR, 2023

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Open-Domain Topic Classification.

[BibT_eX]

[DOI]

CoRR, 2023

PIVOINE: Instruction Tuning for Open-world Information Extraction.

[BibT_eX]

[DOI]

CoRR, 2023

Open-Domain Event Graph Induction for Mitigating Framing Bias.

[BibT_eX]

[DOI]

CoRR, 2023

Rethinking with Retrieval: Faithful Large Language Model Inference.

[BibT_eX]

[DOI]

Hangfeng He

CoRR, 2023

Thrust: Adaptively Propels Large Language Models with External Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Video State-Changing Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

On the Dimensionality of Sentence Embeddings.

[BibT_eX]

[DOI]

Hongwei Wang

Dong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

PIVOINE: Instruction Tuning for Open-world Entity Profiling.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Global Constraints with Prompting for Zero-Shot Event Argument Classification.

[BibT_eX]

[DOI]

Zizheng Lin

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Faithful Question Answering with Monte-Carlo Planning.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Learning Event Extraction From a Few Guideline Examples.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

VD-PCR: Improving visual dialog with pronoun coreference resolution.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Are All Steps Equally Important? Benchmarking Essentiality Detection of Events.

[BibT_eX]

[DOI]

CoRR, 2022

Causal Inference Principles for Reasoning about Commonsense Causality.

[BibT_eX]

[DOI]

CoRR, 2022

ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities.

[BibT_eX]

[DOI]

Artif. Intell., 2022

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English.

[BibT_eX]

[DOI]

Xinran Zhao

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ARCLIN: Automated API Mention Resolution for Unformatted Texts.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

ROCK: Causal Inference Principles for Reasoning about Commonsense Causality.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Efficient Zero-shot Event Extraction with Context-Definition Alignment.

[BibT_eX]

[DOI]

Wenlin Yao

Dong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Salience Allocation as Guidance for Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Multilingual Word Sense Disambiguation with Unified Sense Representation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema.

[BibT_eX]

[DOI]

CoRR, 2021

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Exophoric Pronoun Resolution in Dialogues with Topic Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Learning Constraints and Descriptive Segmentation for Subevent Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Joint Coreference Resolution and Character Linking for Multiparty Conversation.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning Contextual Causality Between Daily Events From Time-Consecutive Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Leveraging Topic Relatedness for Argument Persuasion.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Zero-shot Label-Aware Event Trigger and Argument Classification.

[BibT_eX]

[DOI]

Haoyu Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

CoCoLM: COmplex COmmonsense Enhanced Language Model.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Label-aware Event Trigger and Argument Classification.

[BibT_eX]

[DOI]

Haoyu Wang

CoRR, 2020

Learning Contextual Causality from Time-consecutive Images.

[BibT_eX]

[DOI]

CoRR, 2020

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution.

[BibT_eX]

[DOI]

Xinran Zhao

CoRR, 2020

ASER: A Large-scale Eventuality Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

TransOMCS: From Linguistic Graphs to Commonsense Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Analogous Process Structure Induction for Sub-event Sequence Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Joint Constrained Learning for Event-Event Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

What Are You Trying to Do? Semantic Typing of Event Processes.

[BibT_eX]

[DOI]

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge.

[BibT_eX]

[DOI]

Xinran Zhao

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Incorporating Context and External Knowledge for Pronoun Coreference Resolution.

[BibT_eX]

[DOI]

Yan Song

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multiplex Word Embeddings for Selectional Preference Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multilingual and Multi-Aspect Hate Speech Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Knowledge-aware Pronoun Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition.

[BibT_eX]

[DOI]